Open-Source Intelligence for Code Provenance and the Security Patterns that Separate Human and Large-Language-Model Implementations of Common Programming Tasks
Authors: Mohammadreza Rashidi | Published: 2026-07-14
プロンプトリーキング
Safety Targeted Embedding Exploit via Refinement
Authors: Joshua Adrian Cahyono | Published: 2026-07-02
Words Speak Louder Than Code: Investigating Cognitive Heuristics in LLM-Based Code Vulnerability Detection
Authors: Asif Shahriar, Hongyu Cai, Hadjer Benkraouda, Gang Wang, Z. Berkay Celik | Published: 2026-06-29
Inherited Circuits, Learned Semantics: How Fine-Tuning Creates Evasion Vulnerabilities Invisible to Standard Evaluation
Authors: Ryan Fetterman | Published: 2026-06-25
ShareLock: A Stealthy Multi-Tool Threshold Poisoning Attack Against MCP
Authors: Liwei Liu, Tianzhu Han, Zijian Liu, Zishu Dong, Na Ruan | Published: 2026-06-25
CrypFormBench: Benchmarking Formal Analysis Capability of Large Language Models for Cryptographic Schemes
Authors: Zhaoxuan Li, Qionglu Zhang, Hengyuan Liu, Xiaoyan Gu, Xianhui Lu, Hongbo Liu, Bingzheng Wang, Haihui Fan, Ziming Zhao, Rui Zhang, Li Zhou | Published: 2026-06-24
A Red Teaming Framework for Large Language Models: A Case Study on Faithfulness Evaluation
Authors: Abrar Alotaibi, Raed Mughus, Moataz Ahmed | Published: 2026-06-24
Representation Matters: An Empirical Study of Program Representations for LLM Vulnerability Reasoning
Authors: Andrew Stoltman, Johnathan Tang, Haipeng Cai | Published: 2026-06-24
Exposing the Illusion of Erasure in Knowledge Editing for LLMs
Authors: Advik Raj Basani, Anshuman Chhabra | Published: 2026-06-22
OpenAnt: LLM-Powered Vulnerability Discovery Through Code Decomposition, Adversarial Verification, and Dynamic Testing
Authors: Nahum Korda, Gadi Evron | Published: 2026-06-17