When Good Sounds Go Adversarial: Jailbreaking Audio-Language Models with Benign Inputs
Authors: Bodam Kim, Hiskias Dingeto, Taeyoun Kwon, Dasol Choi, DongGeon Lee, Haon Park, JaeHoon Lee, Jongho Shin | Published: 2025-08-05
Prompt Injection
VFLAIR-LLM: A Comprehensive Framework and Benchmark for Split Learning of LLMs
Authors: Zixuan Gu, Qiufeng Fan, Long Sun, Yang Liu, Xiaojun Ye | Published: 2025-08-05
PhishParrot: LLM-Driven Adaptive Crawling to Unveil Cloaked Phishing Sites
Authors: Hiroki Nakano, Takashi Koide, Daiki Chiba | Published: 2025-08-04
Breaking Obfuscation: Cluster-Aware Graph with LLM-Aided Recovery for Malicious JavaScript Detection
Authors: Zhihong Liang, Xin Wang, Zhenhuang Hu, Liangliang Song, Lin Chen, Jingjing Guo, Yanbin Wang, Ye Tian | Published: 2025-07-30
Can We End the Cat-and-Mouse Game? Simulating Self-Evolving Phishing Attacks with LLMs and Genetic Algorithms
Authors: Seiji Sato, Tetsushi Ohki, Masakatsu Nishigaki | Published: 2025-07-29
Repairing vulnerabilities without invisible hands. A differentiated replication study on LLMs
Authors: Maria Camporese, Fabio Massacci | Published: 2025-07-28
Information Security Based on LLM Approaches: A Review
Authors: Chang Gong, Zhongwen Li, Xiaoqi Li | Published: 2025-07-24
Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs
Authors: Eyal German, Sagiv Antebi, Daniel Samira, Asaf Shabtai, Yuval Elovici | Published: 2025-07-23
Depth Gives a False Sense of Privacy: LLM Internal States Inversion
Authors: Tian Dong, Yan Meng, Shaofeng Li, Guoxing Chen, Zhen Liu, Haojin Zhu | Published: 2025-07-22
Attacking interpretable NLP systems
Authors: Eldor Abdukhamidov, Tamer Abuhmed, Joanna C. S. Santos, Mohammed Abuhamad | Published: 2025-07-22