Paper Citation Record · LEDGER

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory

As of 10 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.11707.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.11707 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T06:52:58.715809Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact0
verified fuzzy0
unresolved44
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 134de861-e48d-46db-bbbd-5d47446f9c64 · outbound

This paper cites Moral panic: Its origins in resistance, ressentiment and the translation of fantasy into reality.The British Journal of Criminology, 49(1):4–16, 11 2008.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Moral panic: Its origins in resistance, ressentiment and the translation of fantasy into reality.The British Journal of Criminology, 49(1):4–16, 11 2008

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:53.883295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 393220a0-288b-402e-8140-5c59200a4821 · outbound

This paper cites Jagatic, Nathaniel A.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Jagatic, Nathaniel A

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:53.984638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4de5926-2ca2-4e23-b9cf-329492961671 · outbound

This paper cites Internet crime report.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Internet crime report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:54.038142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9322185c-0d74-4094-b1f9-23dcfbaf7af2 · outbound

This paper cites Large language models can be used to effectively scale spear phishing campaigns.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Large language models can be used to effectively scale spear phishing campaigns

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:54.214157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd0bbf4b-3e90-43b6-9794-171ee0c26c49 · outbound

This paper cites an unresolved cited work.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:54.354088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1aa45b9-b09a-493c-ae51-c4e63e26cbaa · outbound

This paper cites Ai-generated phishing: The top enterprise threat of 2026, December.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Ai-generated phishing: The top enterprise threat of 2026, December

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:54.532879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb7a82bd-a012-447d-9e06-5badee5b3f04 · outbound

This paper cites Cohen, Roopa Foulger, Jonathan A.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Cohen, Roopa Foulger, Jonathan A

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:54.693776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10edc6fe-3f77-4740-9431-9182978ff920 · outbound

This paper cites The Anatomy of Conversational Scams: A Topic-Based Red Teaming Analysis of Multi-Turn Interactions in LLMs.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory The Anatomy of Conversational Scams: A Topic-Based Red Teaming Analysis of Multi-Turn Interactions in LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:54.850826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b178cbc7-8c38-4c5a-aedd-f44d441d19e6 · outbound

This paper cites An Explorative Study of Pig Butchering Scams.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory An Explorative Study of Pig Butchering Scams

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:54.936714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e99c58fc-e480-4f88-b646-69e69c82fdc5 · outbound

This paper cites Love, Lies, and Language Models: Investigating AI's Role in Romance-Baiting Scams.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Love, Lies, and Language Models: Investigating AI's Role in Romance-Baiting Scams

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:55.045510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70fcdc36-1ff1-4c02-a643-d4e351afe066 · outbound

This paper cites Lovextortion: Persuasion strategies in romance cybercrime.Discourse, Context & Media, 35:100398, 2020.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Lovextortion: Persuasion strategies in romance cybercrime.Discourse, Context & Media, 35:100398, 2020

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:55.154640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93e5d42d-de8c-46d3-9076-2990d00aa911 · outbound

This paper cites an unresolved cited work.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:55.253698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ed7de8d-6868-42df-83f8-19a942091739 · outbound

This paper cites Ai-driven fraud as an emerging cyber risk: Evidence from a global incident-based analysis.EDPACS, 0(0):1–12, 2026.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Ai-driven fraud as an emerging cyber risk: Evidence from a global incident-based analysis.EDPACS, 0(0):1–12, 2026

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:55.355649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8b8eef2-d118-45dd-8dbc-283de45874d0 · outbound

This paper cites Llms get lost in multi-turn conversation.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Llms get lost in multi-turn conversation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:55.448234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69663f37-95cf-40c4-b11d-2e3c6e39e470 · outbound

This paper cites Evaluating very long-term conversational memory of llm agents.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Evaluating very long-term conversational memory of llm agents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:55.511240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64fc4855-30e6-4ffc-b288-5959960fd265 · outbound

This paper cites Centralized intelligence, decentralized risk: The security implications of third-party api dependency in enterprise ai.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Centralized intelligence, decentralized risk: The security implications of third-party api dependency in enterprise ai

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:55.638743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87f3d05b-8c05-4841-a3f0-3daf3a8ea81f · outbound

This paper cites an unresolved cited work.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:55.729689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 002d488c-0387-4d5a-9fc2-d690b2100654 · outbound

This paper cites Alzamil, Areej M.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Alzamil, Areej M

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:55.866827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aafd1f7b-351f-400c-b917-8a3624c45a34 · outbound

This paper cites Extracting training data from large language models.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Extracting training data from large language models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:56.015468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e4486f-c144-4a36-b084-2f339cd8c9a4 · outbound

This paper cites an unresolved cited work.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:56.177576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff50283f-9f43-47ea-ae78-82d49d141253 · outbound

This paper cites An empirical analysis of memorization in fine-tuned autoregressive language models.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory An empirical analysis of memorization in fine-tuned autoregressive language models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:56.268380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bbdd431-4c2b-4ea3-84ec-70a005d8f258 · outbound

This paper cites Davidson, Kate Muir, Florian A.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Davidson, Kate Muir, Florian A

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:56.406262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfd835c6-177b-4414-ad24-cbb4d8f7459f · outbound

This paper cites Sok: The privacy paradox of large language models: Advancements, privacy risks, and mitigation.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Sok: The privacy paradox of large language models: Advancements, privacy risks, and mitigation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:56.615436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9a8b364-feda-49d4-9fc6-63e63fb4225c · outbound

This paper cites On protecting the data privacy of large language models (llms) and llm agents: A literature review.High-Confidence Computing, 5(2):100300, June 2025.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory On protecting the data privacy of large language models (llms) and llm agents: A literature review.High-Confidence Computing, 5(2):100300, June 2025

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:56.703299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 265c01ad-7c5b-4d04-a22b-8717033479c8 · outbound

This paper cites A future role for health applications of large language models depends on regulators enforcing safety standards.The Lancet Digital Health, 6(9):e662–e672, September 2024.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory A future role for health applications of large language models depends on regulators enforcing safety standards.The Lancet Digital Health, 6(9):e662–e672, September 2024

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:56.909273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c69e605c-94d7-4e3d-ac6e-3ac2961a79c7 · outbound

This paper cites Images and vision, 2026.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Images and vision, 2026

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:56.995291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68c430b4-bd5d-4800-84a1-4bbccad2ff22 · outbound

This paper cites Deepseek-v3.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Deepseek-v3

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:57.092723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bafa95f6-92db-47df-9b86-afca8b05f6c7 · outbound

This paper cites Qwen3-vl-30b-a3b-instruct.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Qwen3-vl-30b-a3b-instruct

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:57.183847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6a38f60-e349-4f82-a088-436aabf52d7c · outbound

This paper cites Jina reader api: Convert any url to an llm-friendly input.https://jina.ai/reader/,.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Jina reader api: Convert any url to an llm-friendly input.https://jina.ai/reader/,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:57.265844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed3d5299-34d7-4742-9c41-0c63a939a07f · outbound

This paper cites A new tool to unlock data from enterprise documents for generative ai.https: //research.ibm.com/blog/docling-generative-AI, November 2024.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory A new tool to unlock data from enterprise documents for generative ai.https: //research.ibm.com/blog/docling-generative-AI, November 2024

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:57.387670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aa9e55b-55c0-4bea-a139-e773f5ddb1e5 · outbound

This paper cites an unresolved cited work.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Unresolved cited work

Reference 31

Resolution: parse uncertain; no resolver link, observed 2026-08-02T06:52:57.324725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3921f884-830b-4d30-bcfe-3198ffff65af · outbound

This paper cites Google Knowledge Graph Search API.https://developers.google.com/ knowledge-graph, 2024.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Google Knowledge Graph Search API.https://developers.google.com/ knowledge-graph, 2024

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:57.511410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db298731-53a2-463e-908d-e6bad064d54a · outbound

This paper cites Docling: Get your documents ready for gen ai.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Docling: Get your documents ready for gen ai

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:57.456649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b94e91b8-be4d-410c-9c25-d1cb493ec0f0 · outbound

This paper cites Streamlit Documentation.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Streamlit Documentation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:57.670591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ea8e2de-c200-44d2-a040-9cf8b56cae48 · outbound

This paper cites Google Search API.https://serper.dev/, 2026.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Google Search API.https://serper.dev/, 2026

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:57.590078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adfcfb88-6b69-439e-b4f5-fdfa2d9b01d5 · outbound

This paper cites DailyDialog: A manually labelled multi-turn dialogue dataset.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory DailyDialog: A manually labelled multi-turn dialogue dataset

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:57.837052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ed67e5-99e5-4b45-8298-73a122c705db · outbound

This paper cites LoveFraud02, 2024.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory LoveFraud02, 2024

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:57.753247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd961bb2-1a0e-4f53-a47e-816d0371e4a5 · outbound

This paper cites Towards empathetic open-domain conversation models: A new benchmark and dataset.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Towards empathetic open-domain conversation models: A new benchmark and dataset

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:58.043428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8de1738-9cb5-474d-a766-1896a7f8beef · outbound

This paper cites MultiWOZ – a large-scale multi-domain wizard-of-oz dataset for task-oriented dialogue modelling.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory MultiWOZ – a large-scale multi-domain wizard-of-oz dataset for task-oriented dialogue modelling

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:57.925011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c5ab362-0d86-4704-9936-6385115f68e0 · outbound

This paper cites Individual comparisons by ranking methods.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Individual comparisons by ranking methods

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:58.449710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a17cd68-33c3-4322-9a25-5154f6c1d6c6 · outbound

This paper cites Deal or no deal? end-to-end learning of negotiation dialogues.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Deal or no deal? end-to-end learning of negotiation dialogues

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:58.189255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dababbe9-2808-44a5-bd9c-a38acd703277 · outbound

This paper cites Kortum, and James T.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Kortum, and James T

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:58.715809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ea6cca9-dfc0-4d97-a7d8-d1229411151b · outbound

This paper cites SUS: A quick and dirty usability scale.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory SUS: A quick and dirty usability scale

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:58.598050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e66fb2b5-fee7-4062-858c-0de9ba5df8e6 · outbound

This paper cites an unresolved cited work.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Unresolved cited work

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:58.305197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94290abd-0cf0-462e-a953-4b1829ae0522 · outbound

This paper cites an unresolved cited work.

An Explainable Agentic System for Detection of Conversational Scams with Summary-Based Memory Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T06:52:54.104962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.