Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents | Paper Citation Record

Observation 38b1a203-38b9-4ce2-a89d-9aaf8b0b2144 · outbound

This paper cites https://www.anthropic.com/claude/haiku.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents https://www.anthropic.com/claude/haiku

Reference 1

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Observation f7937829-e0b0-44c1-898e-e12abfce2ac7 · outbound

This paper cites https://docs.mem0.ai/open-source/ features/multimodal-support.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents https://docs.mem0.ai/open-source/ features/multimodal-support

Reference 2

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Observation 5a59654f-31b9-4795-ac2b-3b2c610fa8a5 · outbound

This paper cites https://platform.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents https://platform

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Observation e03cf5c7-7caa-433f-a624-4315d67bf9c8 · outbound

This paper cites Conversational Health Agents: A Personalized LLM-Powered Agent Framework.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Conversational Health Agents: A Personalized LLM-Powered Agent Framework

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Observation 7add8b9f-752a-4a70-9709-849f3b8a79a6 · outbound

This paper cites GPT-4 Technical Report.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents GPT-4 Technical Report

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Observation 3ca2b105-d4f9-4efc-a76a-fcd377754eae · outbound

This paper cites Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs

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Observation 990e17f7-2236-4117-965b-278602a64b65 · outbound

This paper cites Mem-gallery: Benchmarking multimodal long-term conversational memory for mllm agents.arXiv preprint arXiv:2601.03515, 2026.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Mem-gallery: Benchmarking multimodal long-term conversational memory for mllm agents.arXiv preprint arXiv:2601.03515, 2026

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Observation 9adb1b44-27b8-4d36-9287-035166057637 · outbound

This paper cites Poisoning Attacks against Support Vector Machines.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Poisoning Attacks against Support Vector Machines

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Observation b4c4d410-0c07-4262-920c-2e1f5887d76a · outbound

This paper cites Improving language models by retrieving from trillions of tokens.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Improving language models by retrieving from trillions of tokens

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Observation 1b175e89-7403-41a8-88b3-f669ae526121 · outbound

This paper cites Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901, 2020.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901, 2020

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Observation 727f613c-420a-40a4-af4c-fa000300cfb9 · outbound

This paper cites Telemem: Building long-term and multimodal memory for agentic ai.arXiv preprint arXiv:2601.06037, 2025.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Telemem: Building long-term and multimodal memory for agentic ai.arXiv preprint arXiv:2601.06037, 2025

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Observation 4397a1d8-fde6-4a4c-b2b7-4d809a88e53f · outbound

This paper cites Less is more: Empowering gui agent with context- aware simplification.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Less is more: Empowering gui agent with context- aware simplification

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Observation 1629e5c5-c8da-4809-ae6e-bd7ba7208904 · outbound

This paper cites Sharegpt4v: Improving large multi-modal models with better captions.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Sharegpt4v: Improving large multi-modal models with better captions

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Observation 3e0f861e-4987-4643-b546-04063cae0c6b · outbound

This paper cites Murag: Multimodal retrieval-augmented generator for open question answering over images and text.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Murag: Multimodal retrieval-augmented generator for open question answering over images and text

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Observation 087ea2df-d931-4df0-9306-b07a3db4abba · outbound

This paper cites Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning

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Observation ce559b63-e6bb-43c4-bd28-b90b08d0978e · outbound

This paper cites Agentpoison: Red- teaming llm agents via poisoning memory or knowledge bases.Advances in Neural Information Processing Systems, 37:130185–130213, 2024.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Agentpoison: Red- teaming llm agents via poisoning memory or knowledge bases.Advances in Neural Information Processing Systems, 37:130185–130213, 2024

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Observation 28014c44-e2ff-4800-9587-cd1a76723ea3 · outbound

This paper cites Secure retrieval-augmented generation against poisoning attacks.arXiv preprint arXiv:2510.25025, 2025.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Secure retrieval-augmented generation against poisoning attacks.arXiv preprint arXiv:2510.25025, 2025

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Observation 19af221d-42cf-41c5-a293-21f92955a164 · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

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Observation 4dbf4751-3e56-4bf1-9945-008691059362 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

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Observation 19d4d584-ca94-44f1-843d-9d161b84fa34 · outbound

This paper cites Towards large language models with human-like episodic memory.Trends in Cognitive Sciences, 2025.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Towards large language models with human-like episodic memory.Trends in Cognitive Sciences, 2025

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Observation 582295da-4054-4ee9-b02f-63d98f48d4e6 · outbound

This paper cites Memory injection attacks on llm agents via query-only interaction.arXiv preprint arXiv:2503.03704, 2025.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Memory injection attacks on llm agents via query-only interaction.arXiv preprint arXiv:2503.03704, 2025

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Observation ff72e48d-ba6f-46ac-bc33-b7c0e2aa56be · outbound

This paper cites How robust is google’s bard to adversarial image attacks? InR0-FoMo: Robustness of Few-shot and Zero-shot Learning in Large Foundation Models.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents How robust is google’s bard to adversarial image attacks? InR0-FoMo: Robustness of Few-shot and Zero-shot Learning in Large Foundation Models

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Observation 9bb1be26-578c-4c7f-be04-ec51e8cc1cfb · outbound

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Videoagent: A memory-augmented multimodal agent for video understanding

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Observation fcb49e79-1ae3-45a2-bc9f-eda1b8de0f4f · outbound

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Neural graph memory: A structured approach to long-term memory in multimodal agents

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Observation 61feebc6-20e6-4ff4-a60e-5d9f42bd5056 · outbound

This paper cites Embodied one-shot video recognition: Learning from actions of a virtual embodied agent.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Embodied one-shot video recognition: Learning from actions of a virtual embodied agent

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Observation ee8420b1-643f-44e0-bd54-4f48be49a65d · outbound

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents AssistGPT: A General Multi-modal Assistant that can Plan, Execute, Inspect, and Learn

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Observation 8d872dd4-5fa0-4870-9242-a493dcf3ff2c · outbound

This paper cites How to train long-context language models (effectively).

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents How to train long-context language models (effectively)

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Observation 02d8bdb7-b001-4c4d-b26f-c63021e17bd8 · outbound

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Retrieval-Augmented Generation for Large Language Models: A Survey

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Observation 58fa1046-3bbf-4acc-b641-53d1844e20ff · outbound

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Llm-based framework for administrative task automation in healthcare

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Observation 5ab21cc9-94a4-4454-9b78-80de7c3eb6f0 · outbound

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Adversar- ial embedding: A robust and elusive steganography and watermarking technique

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Explaining and Harnessing Adversarial Examples

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

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This paper cites Agent smith: A single image can jailbreak one million multimodal llm agents exponentially fast.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Agent smith: A single image can jailbreak one million multimodal llm agents exponentially fast

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Intelligent agents with llm-based process automation

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Unresolved cited work

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Observation 090dde2d-9d14-4353-842a-454cde7aef6d · outbound

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks

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Observation 767bf909-9a8d-4336-b4c3-3f9c57096339 · outbound

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Google's Cloud Vision API Is Not Robust To Noise

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Observation bb047c87-b989-452f-8817-fa2633b10652 · outbound

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Mem-pal: Towards memory-based personalized dialogue assistants for long- term user-agent interaction

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Observation a8cb7152-771c-459d-b273-b452c6d140bf · outbound

This paper cites Augustus: An llm-driven multimodal agent system with contextualized user memory.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Augustus: An llm-driven multimodal agent system with contextualized user memory

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Enabling chatbots with eyes and ears: An immersive multimodal conversation system for dynamic interactions

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Adversarial attacks against closed-source mllms via feature optimal alignment

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Adv-watermark: A novel watermark perturbation for adversarial examples

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Observation eadc15d2-8455-49b3-8ca2-4359d4f2822c · outbound

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Memory os of ai agent

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Dense passage retrieval for open-domain question answering

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue

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Observation f13245ee-edb3-438e-b832-4acd738e04b9 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474, 2020.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474, 2020

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Hello again! llm-powered personalized agent for long-term dialogue

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Unresolved cited work

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Observation 3fc3d821-2c20-40ee-998c-b195fd12cce6 · outbound

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Unsupervised corpus poisoning attacks in continuous space for dense retrieval

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Observation ecd47a7e-0714-4288-81fb-e6a1867e0047 · outbound

This paper cites A frustratingly simple yet highly effective attack baseline: Over 90% success rate against the strong black- box models of gpt-4.5/4o/o1.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents A frustratingly simple yet highly effective attack baseline: Over 90% success rate against the strong black- box models of gpt-4.5/4o/o1

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Retrieval augmented generation or long-context llms? a comprehensive study and hybrid approach

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Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents MemVerse: Multimodal Memory for Lifelong Learning Agents

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Observation 66610c55-2681-4485-baad-848f5857fcb0 · outbound

This paper cites Lost in the middle: How language models use long contexts.Transactions of the association for computational linguistics, 12:157–173, 2024.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Lost in the middle: How language models use long contexts.Transactions of the association for computational linguistics, 12:157–173, 2024

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Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:57.596392Z

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Unavailable: canonical work link unavailable.

Observation 5ce9d644-7769-455e-ba7e-2fea19728c3e · outbound

This paper cites Seeing, listening, remembering, and reasoning: A multimodal agent with long-term memory.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Seeing, listening, remembering, and reasoning: A multimodal agent with long-term memory

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Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:57.730661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b02fec42-90dc-40d5-a524-1791e19d2cab · outbound

This paper cites Preemptive image robustification for protecting users against man-in-the-middle adversarial attacks.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Preemptive image robustification for protecting users against man-in-the-middle adversarial attacks

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:57.867170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 260e40b1-0fa8-40f2-8c85-a14c77ec1f8f · outbound

This paper cites Nomic Embed: Training a Reproducible Long Context Text Embedder.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Nomic Embed: Training a Reproducible Long Context Text Embedder

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:58.006066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7d6c7f0-6029-4298-9d54-ee5e8fa8e6f9 · outbound

This paper cites Memgpt: towards llms as operating systems.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Memgpt: towards llms as operating systems

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:58.205573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b320a2d-66ee-422e-aa57-d4df460c6d13 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Generative agents: Interactive simulacra of human behavior

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:58.346946Z

Source-reported events for the cited work

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Observation 25a9e9a0-bf40-4407-827b-6bf238e7f95f · outbound

This paper cites Visual Inception: Compromising Long-term Planning in Agentic Recommenders via Multimodal Memory Poisoning.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Visual Inception: Compromising Long-term Planning in Agentic Recommenders via Multimodal Memory Poisoning

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:58.485581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d6b13fe-af7f-43ff-a9a6-0b091f877478 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Learning transferable visual models from natural language supervision

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:58.688394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3de7750-ec69-4c74-b20a-c66243ef80c3 · outbound

This paper cites Meminsight: Autonomous memory augmentation for llm agents.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Meminsight: Autonomous memory augmentation for llm agents

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:58.829876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abdd0f98-749a-40df-a599-5400062fbfd6 · outbound

This paper cites Visual memory injection attacks for multi-turn conversations.arXiv preprint arXiv:2602.15927, 2026.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Visual memory injection attacks for multi-turn conversations.arXiv preprint arXiv:2602.15927, 2026

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:58.975171Z

Source-reported events for the cited work

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Observation d14ee487-320e-40d1-aa41-71344f86d029 · outbound

This paper cites Pmg: Personalized multimodal generation with large language models.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Pmg: Personalized multimodal generation with large language models

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:59.143754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45d32b66-5063-4d21-b769-5c3fb087cdd9 · outbound

This paper cites One pic is all it takes: Poisoning visual document retrieval augmented generation with a single image.arXiv preprint arXiv:2504.02132, 2025.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents One pic is all it takes: Poisoning visual document retrieval augmented generation with a single image.arXiv preprint arXiv:2504.02132, 2025

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:59.230610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06a3bb75-cd20-4a26-bdde-d0413d20602c · outbound

This paper cites Scaling up memory for robotic control via experience retrieval.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Scaling up memory for robotic control via experience retrieval

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:59.421225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ee297c4-a24a-4579-9bfd-488fdb8d870a · outbound

This paper cites User- in-the-loop evaluation of multimodal llms for activity assistance.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents User- in-the-loop evaluation of multimodal llms for activity assistance

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:59.617460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41348a27-d579-45c5-8916-34e328294912 · outbound

This paper cites Badagent: Inserting and activating backdoor attacks in llm agents.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Badagent: Inserting and activating backdoor attacks in llm agents

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:59.758132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c88dbbf0-2854-4c93-98ee-8681f96ae242 · outbound

This paper cites MIRIX: Multi-Agent Memory System for LLM-Based Agents.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents MIRIX: Multi-Agent Memory System for LLM-Based Agents

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-01T22:43:59.947633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 366e984c-f13d-4644-88bf-c11e8db1cfaf · outbound

This paper cites Emergent Abilities of Large Language Models.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Emergent Abilities of Large Language Models

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:00.103207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 483f00e8-5f31-4023-a97f-b7c8743336dc · outbound

This paper cites Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:00.259964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c5f5cfe-02fe-498d-8844-f068efddc627 · outbound

This paper cites From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:00.417933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1becc9d5-88f2-4c84-b8a5-d23c4a6e5bb8 · outbound

This paper cites Sedm: Scalable self-evolving distributed memory for agents.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Sedm: Scalable self-evolving distributed memory for agents

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:00.577784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3610a5e4-4f6e-4a7e-8cd5-0a3e566f57a2 · outbound

This paper cites A-MEM: Agentic Memory for LLM Agents.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents A-MEM: Agentic Memory for LLM Agents

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:00.794456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef5ab980-9409-4011-b673-efdb83369c78 · outbound

This paper cites Mmrc: A large-scale benchmark for understanding multimodal large language model in real-world conversation.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Mmrc: A large-scale benchmark for understanding multimodal large language model in real-world conversation

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.027242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17f0f6bf-6682-412c-95b0-5ce63d8a30f4 · outbound

This paper cites Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.188413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd9f88be-21a0-4774-bfed-c9d1df12c2b9 · outbound

This paper cites Transferable and stealthy adversarial attacks on large vision-language models.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Transferable and stealthy adversarial attacks on large vision-language models

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.271414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 687e6591-edcf-4b2a-b4e5-32cabf53b413 · outbound

This paper cites MM-Ego: Towards Building Egocentric Multimodal LLMs for Video QA.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents MM-Ego: Towards Building Egocentric Multimodal LLMs for Video QA

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.350884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c154653-8b9c-4746-ad7a-680532a2bbfd · outbound

This paper cites UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.417601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c73c4b1-bc81-488d-a037-72a754969429 · outbound

This paper cites Worldmm: Dynamic multimodal memory agent for long video reasoning.arXiv preprint arXiv:2512.02425, 2025.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Worldmm: Dynamic multimodal memory agent for long video reasoning.arXiv preprint arXiv:2512.02425, 2025

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.502154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e065e03d-e8a4-44b3-8f4a-121f0dde2029 · outbound

This paper cites Poisoned- eye: Knowledge poisoning attack on retrieval-augmented generation based large vision-language models.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Poisoned- eye: Knowledge poisoning attack on retrieval-augmented generation based large vision-language models

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.622624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a2453c2-8278-4416-8ff9-4dfbb43fa92b · outbound

This paper cites Mm-llms: Recent advances in multimodal large language models.Findings of the Association for Computational Linguistics: ACL 2024, pages 12401–12430, 2024.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Mm-llms: Recent advances in multimodal large language models.Findings of the Association for Computational Linguistics: ACL 2024, pages 12401–12430, 2024

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.686554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a956ee2f-710d-498c-a084-9ef9f7b6b7cd · outbound

This paper cites Anyattack: Towards large-scale self-supervised adversarial attacks on vision-language models.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Anyattack: Towards large-scale self-supervised adversarial attacks on vision-language models

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.744972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 257a52ab-9d87-4d1c-a077-fad32af0943e · outbound

This paper cites Mem2ego: Empowering vision-language models with global-to-ego memory for long-horizon embodied navigation.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Mem2ego: Empowering vision-language models with global-to-ego memory for long-horizon embodied navigation

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.795056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79c4f94f-a19c-442d-984b-fb0e47ff1882 · outbound

This paper cites GME: Improving Universal Multimodal Retrieval by Multimodal LLMs.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents GME: Improving Universal Multimodal Retrieval by Multimodal LLMs

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.844006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e5ec0bf-999f-4e1f-8522-597a1ea74b62 · outbound

This paper cites Memsim: A bayesian simulator for evaluating memory of llm-based personal assistants.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Memsim: A bayesian simulator for evaluating memory of llm-based personal assistants

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.882628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91d3c006-ca25-4a98-8cbb-022eded0e4a1 · outbound

This paper cites Memengine: A unified and modular library for developing advanced memory of llm-based agents.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Memengine: A unified and modular library for developing advanced memory of llm-based agents

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.933025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12e4ffe0-f11f-43a5-a71b-3975a40a80ec · outbound

This paper cites Prompt as triggers for backdoor attack: Examining the vulnerability in language models.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Prompt as triggers for backdoor attack: Examining the vulnerability in language models

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:01.963367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8de458cf-7872-4200-8b64-c8f22f6f39eb · outbound

This paper cites On evaluating adversarial robustness of large vision-language models.Advances in Neural Information Processing Systems, 36:54111–54138, 2023.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents On evaluating adversarial robustness of large vision-language models.Advances in Neural Information Processing Systems, 36:54111–54138, 2023

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:02.025329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5449bca7-2e39-4149-a57d-6f7b3e804943 · outbound

This paper cites See and think: Embodied agent in virtual environment.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents See and think: Embodied agent in virtual environment

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:02.054788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5ca2b42-26f7-43b3-926f-265df40ea793 · outbound

This paper cites Poisoning retrieval corpora by injecting adversarial passages.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Poisoning retrieval corpora by injecting adversarial passages

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:02.125641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f1c2def-824f-4a93-9551-e5dacf8bbda0 · outbound

This paper cites Here’s a photo from my recent activities. Could you briefly describe what you see?.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Here’s a photo from my recent activities. Could you briefly describe what you see?

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:02.164987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69524f65-69d3-433b-95b1-469bfa02e39e · outbound

This paper cites The output is a plain-text image description that replaces the image in the pipeline.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents The output is a plain-text image description that replaces the image in the pipeline

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:02.209559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 943f92b5-8e5a-4a26-8852-9dc02d064663 · outbound

This paper cites a document titled ‘HOW TO WRITE A HISTORY BOOK REVIEW’ by Paula Young.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents a document titled ‘HOW TO WRITE A HISTORY BOOK REVIEW’ by Paula Young

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:02.275164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f853853-396c-4f67-9cba-1349dcd68814 · outbound

This paper cites an unresolved cited work.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Unresolved cited work

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:02.322953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c633ffb0-7ce7-4a58-b072-3383c421b41a · outbound

This paper cites •adversarial: replaceinput_imagewith the adversarially perturbed source image.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents •adversarial: replaceinput_imagewith the adversarially perturbed source image

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:02.377421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c52ff98c-01d3-4e53-a659-c250cf7f577a · outbound

This paper cites The user/assistanttextof every turn is left completely unchanged; only the three image-channel fields (input_image,image_caption,image_id) are modified.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents The user/assistanttextof every turn is left completely unchanged; only the three image-channel fields (input_image,image_caption,image_id) are modified

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:02.446145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5716fdd9-9f51-4b8e-9fa9-d2d037502be8 · outbound

This paper cites an unresolved cited work.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Unresolved cited work

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:02.539394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48384674-80df-4a01-8841-0acfd10499ee · outbound

This paper cites an unresolved cited work.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents Unresolved cited work

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:02.637271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71719366-387c-4197-a178-fbf18446869b · outbound

This paper cites An injection audit file records every assignment: category, turn ID, image ID, source/target image paths, and the generated probe QA.

Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents An injection audit file records every assignment: category, turn ID, image ID, source/target image paths, and the generated probe QA

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-01T22:44:02.715428Z

Source-reported events for the cited work

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Reference resolution

Outbound references

Pith citing papers