Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection
Authors: Ziqi Miao, Yi Ding, Lijun Li, Jing Shao | Published: 2025-07-03
Prompt Injection
Graph Representation-based Model Poisoning on Federated LLMs in CyberEdge Networks
Authors: Hanlin Cai, Haofan Dong, Houtianfu Wang, Kai Li, Ozgur B. Akan | Published: 2025-07-02
SafePTR: Token-Level Jailbreak Defense in Multimodal LLMs via Prune-then-Restore Mechanism
Authors: Beitao Chen, Xinyu Lyu, Lianli Gao, Jingkuan Song, Heng Tao Shen | Published: 2025-07-02
RawMal-TF: Raw Malware Dataset Labeled by Type and Family
Authors: David Bálik, Martin Jureček, Mark Stamp | Published: 2025-06-30
SV-LLM: An Agentic Approach for SoC Security Verification using Large Language Models
Authors: Dipayan Saha, Shams Tarek, Hasan Al Shaikh, Khan Thamid Hasan, Pavan Sai Nalluri, Md. Ajoad Hasan, Nashmin Alam, Jingbo Zhou, Sujan Kumar Saha, Mark Tehranipoor, Farimah Farahmandi | Published: 2025-06-25
Breaking the Boundaries of Long-Context LLM Inference: Adaptive KV Management on a Single Commodity GPU
Authors: He Sun, Li Li, Mingjun Xiao, Chengzhong Xu | Published: 2025-06-25
FuncVul: An Effective Function Level Vulnerability Detection Model using LLM and Code Chunk
Authors: Sajal Halder, Muhammad Ejaz Ahmed, Seyit Camtepe | Published: 2025-06-24
Security Assessment of DeepSeek and GPT Series Models against Jailbreak Attacks
Authors: Xiaodong Wu, Xiangman Li, Jianbing Ni | Published: 2025-06-23
Privacy-Preserving LLM Interaction with Socratic Chain-of-Thought Reasoning and Homomorphically Encrypted Vector Databases
Authors: Yubeen Bae, Minchan Kim, Jaejin Lee, Sangbum Kim, Jaehyung Kim, Yejin Choi, Niloofar Mireshghallah | Published: 2025-06-19 | Updated: 2025-07-01
Evaluating Large Language Models for Phishing Detection, Self-Consistency, Faithfulness, and Explainability
Authors: Shova Kuikel, Aritran Piplai, Palvi Aggarwal | Published: 2025-06-16