Paper Citation Record · LEDGER

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts?

As of 17 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 1 inbound Pith citation observation for arXiv:2507.19598.

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

pith.paper-citation-record.v1
2507.19598 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:17:34.222274Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T18:11:29.066362Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-09T06:40:43.418111Z

Reference resolution

66 of 66 outbound references displayed

verified exact1
verified fuzzy3
unresolved62
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 37ffaab7-ac5a-4fe8-8e0b-2b144868314b · outbound

This paper cites online" 'onlinestring :=.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:33.919568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d7e06d2-be8a-4223-89dd-06c9f87c5fb6 · outbound

This paper cites write newline.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:33.924620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a0caa47-50a8-4e08-8c90-06b49e50f64d · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:35.188166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ea964457-0d55-42ab-a21a-7a8af3e8a3b7 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:35.173820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 53fb0fc3-ddc3-4303-b440-bdb43f3cddbe · outbound

This paper cites Program Synthesis with Large Language Models.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Program Synthesis with Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:33.939205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a4b65dc-e703-4c74-bf6e-4852814bd122 · outbound

This paper cites Current state of LLM Risks and AI Guardrails.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Current state of LLM Risks and AI Guardrails

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:33.944174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4092088a-bc18-4c4d-9b8f-1c99dc4d775c · outbound

This paper cites Pappas, Florian Tramèr, Hamed Hassani, and Eric Wong.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Pappas, Florian Tramèr, Hamed Hassani, and Eric Wong

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:17:35.159833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 45006973-2993-4726-baff-9e9d08d6b286 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:33.953573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a45aec8-7049-4b56-aec3-6fd8b29e4466 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:35.135596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6db30f83-9cda-4a62-b69a-71eaca105886 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Evaluating Large Language Models Trained on Code

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:33.962945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eade46b-9d8c-49ff-839f-ddf0763d7fd2 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:35.120662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2a9d7ed4-7d0f-4b28-877f-056e48047169 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:33.971514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c9f464e-404e-4d90-96da-9c20507e2ef0 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:35.105295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c008dd53-ba9c-42be-a6c2-309653a54e0c · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:33.981347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aced54b-a0d5-4ae1-9a4a-05285eb2ccfd · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:33.986958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccad6203-f1f7-4a9e-9e97-7edc80632c5e · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:33.991518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b192359c-fd7a-4254-bb8f-4ea2eb7b3c3b · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:35.080091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a20770c5-81f5-4ece-9d9e-a16cd9d1ce50 · outbound

This paper cites Qwen2.5-Coder Technical Report.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Qwen2.5-Coder Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.000469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f1abfb7-4045-4513-8872-a14509481c0e · outbound

This paper cites GPT-4o System Card.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? GPT-4o System Card

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.005123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40c12aa5-71cc-49a5-a2b1-fa3bb37cb32a · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:35.063820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3c68d9a8-3a77-4b64-a581-e5db2fdb1fd3 · outbound

This paper cites Black-Box Adversarial Attacks on LLM-Based Code Completion.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Black-Box Adversarial Attacks on LLM-Based Code Completion

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.014107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adc9ed4f-4ef7-46ff-b53b-9ac7fcfa66d3 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:35.048765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 57a212a1-f060-4334-b1c9-1b0764783bd5 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:35.033795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 204a80ca-88e5-49b0-8b27-aad8b3a8087c · outbound

This paper cites Weight Poisoning Attacks on Pre-trained Models.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Weight Poisoning Attacks on Pre-trained Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.028517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71226ad7-b208-4b86-9b7a-fdf73dd78354 · outbound

This paper cites Multi-step Jailbreaking Privacy Attacks on ChatGPT.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Multi-step Jailbreaking Privacy Attacks on ChatGPT

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.033208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff0af0ba-d940-4cf2-8a44-c9068ef14846 · outbound

This paper cites Poison Attack and Defense on Deep Source Code Processing Models.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Poison Attack and Defense on Deep Source Code Processing Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.037962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 060894a7-227d-4cf6-8b0f-f14d2eb9eedd · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.043006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ec0a1f8-133e-40d9-9654-d890fa24975d · outbound

This paper cites Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.047566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40d2e219-8165-46f0-99d4-59d42c76d1d7 · outbound

This paper cites DeepInception: Hypnotize Large Language Model to Be Jailbreaker.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? DeepInception: Hypnotize Large Language Model to Be Jailbreaker

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.052152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6959fcb-0291-44e0-976d-e49011131b55 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:35.019702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4b4101e4-96e3-43dc-8b31-dcf6b5f4a6f5 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:35.004575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8179bc0a-abf7-4c3e-bb36-56274eebb5fd · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.065654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baa84667-355f-4ecc-a18b-25861e850d3b · outbound

This paper cites Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.069998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52ab80cb-71cf-469e-880d-1fcbc44ff784 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:34.979453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3a825ab1-929e-4a44-8868-1ed25dbceec7 · outbound

This paper cites HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.080159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f47e388f-5324-47fe-8284-fade82f509fa · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:34.964757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a798bf4d-aa40-4977-a6e9-f67bdf4b7bff · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:34.950551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bc63933c-d014-452b-a801-ac4b251be6c2 · outbound

This paper cites Adversarial Attacks on Code Models with Discriminative Graph Patterns.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Adversarial Attacks on Code Models with Discriminative Graph Patterns

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:17:34.521933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 244baaa4-215f-4049-ade9-b8e4a50702d5 · outbound

This paper cites MCGMark: An Encodable and Robust Online Watermark for Tracing LLM-Generated Malicious Code.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? MCGMark: An Encodable and Robust Online Watermark for Tracing LLM-Generated Malicious Code

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.098012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9026f885-45b9-4f61-9058-67dcfbe230f6 · outbound

This paper cites Smoke and Mirrors: Jailbreaking LLM-based Code Generation via Implicit Malicious Prompts.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Smoke and Mirrors: Jailbreaking LLM-based Code Generation via Implicit Malicious Prompts

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.102503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8013930-7883-4a0c-9f04-f5da84138e39 · outbound

This paper cites Stable Code Technical Report.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Stable Code Technical Report

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.107000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 785be951-bb88-4fa1-9798-ab5c22fe1475 · outbound

This paper cites Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs through a Global Scale Prompt Hacking Competition.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs through a Global Scale Prompt Hacking Competition

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.111176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b347042f-c7c5-46c4-85c1-8c3fe211614c · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:34.936412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5bb6def3-2f52-4d35-8150-66280a73bd78 · outbound

This paper cites Scalable and Transferable Black-Box Jailbreaks for Language Models via Persona Modulation.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Scalable and Transferable Black-Box Jailbreaks for Language Models via Persona Modulation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.120945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acf24cbf-06f3-44f1-ac5d-9e7e1d33faf9 · outbound

This paper cites "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.125236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13728a85-6f3b-41b9-a054-7a3d31c9ea15 · outbound

This paper cites do anything now.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? do anything now

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:17:34.921177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b0188a34-9bb3-4bda-b6b6-8fb453996bc8 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:34.906958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 27fef6b1-727f-4ea9-8bbb-a3232639d4c6 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:34.892151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a221f908-2a1d-402d-a4aa-2a6616c1d40c · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:34.877489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation caf1afc7-1aa6-411c-91d7-062aabb5bc84 · outbound

This paper cites Bui, Junnan Li, and Steven C.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Bui, Junnan Li, and Steven C

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:17:34.862565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0e1502ab-2abd-479a-9b3d-e097a54da48f · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:34.846825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f0d19bb1-5cea-4a7d-928b-271ecf66ead2 · outbound

This paper cites Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.156403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5edf3011-c67e-48e4-8316-e24a30fcb453 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.161034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c1d2248-9164-4014-a77f-3ee2127b9e30 · outbound

This paper cites DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.165989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a117660-36c4-4343-8ab8-4f9449d4e76f · outbound

This paper cites Distract Large Language Models for Automatic Jailbreak Attack.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Distract Large Language Models for Automatic Jailbreak Attack

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.170738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5c7ceea-3fe5-45c1-b837-7d3923317a9c · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:34.832686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f377115b-9582-4625-ab26-3a4db9b55421 · outbound

This paper cites Qwen2.5 Technical Report.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Qwen2.5 Technical Report

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.179814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34fd68c6-8e1a-4bdf-8360-46c8090b9589 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:34.818038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aa364861-72da-46cb-bd9c-3a79c2ab8524 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:34.803381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2eaa5a68-5dd6-4827-9afa-65ce0a6ba6cf · outbound

This paper cites Jailbreak Attacks and Defenses Against Large Language Models: A Survey.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Jailbreak Attacks and Defenses Against Large Language Models: A Survey

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.194919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40b05130-1ee7-4b10-80ce-dd7237c03fe8 · outbound

This paper cites GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.199649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2732097e-1d40-414b-8d74-1d51d152cd73 · outbound

This paper cites an unresolved cited work.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:17:34.789224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3290d4ab-23ea-4fea-bacf-ac6cc6ab5f09 · outbound

This paper cites Planning with Large Language Models for Code Generation.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Planning with Large Language Models for Code Generation

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.208822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a410bd37-bc7b-4bed-9f34-2e7764a5c0d9 · outbound

This paper cites A Survey of Large Language Models.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? A Survey of Large Language Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.213168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c527634-5b21-4a90-8428-51254dd51349 · outbound

This paper cites XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.217751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 258945a3-61a4-4d26-ad7a-a680973cd1d1 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts? Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T14:17:34.222274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a6323aa7-82d6-4bb7-8bc6-17720cb20dba · inbound

A Validated Prompt Bank for Malicious Code Generation: Separating Executable Weapons from Security Knowledge in 1,554 Consensus-Labeled Prompts cites this paper.

A Validated Prompt Bank for Malicious Code Generation: Separating Executable Weapons from Security Knowledge in 1,554 Consensus-Labeled Prompts MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts?

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:40:43.420393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.