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

From Legacy to Standard: LLM-Assisted Transformation of Cybersecurity Playbooks into CACAO Format

Authors: Mehdi Akbari Gurabi, Lasse Nitz, Radu-Mihai Castravet, Roman Matzutt, Avikarsha Mandal, Stefan Decker | Published: 2025-08-05

Attack the Messages, Not the Agents: A Multi-round Adaptive Stealthy Tampering Framework for LLM-MAS

Authors: Bingyu Yan, Ziyi Zhou, Xiaoming Zhang, Chaozhuo Li, Ruilin Zeng, Yirui Qi, Tianbo Wang, Litian Zhang | Published: 2025-08-05

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

Transportation Cyber Incident Awareness through Generative AI-Based Incident Analysis and Retrieval-Augmented Question-Answering Systems

Authors: Ostonya Thomas, Muhaimin Bin Munir, Jean-Michel Tine, Mizanur Rahman, Yuchen Cai, Khandakar Ashrafi Akbar, Md Nahiyan Uddin, Latifur Khan, Trayce Hockstad, Mashrur Chowdhury | Published: 2025-08-04

SoftPUF: a Software-Based Blockchain Framework using PUF and Machine Learning

Authors: S M Mostaq Hossain, Sheikh Ghafoor, Kumar Yelamarthi, Venkata Prasanth Yanambaka | Published: 2025-08-04

A Survey on Data Security in Large Language Models

Authors: Kang Chen, Xiuze Zhou, Yuanguo Lin, Jinhe Su, Yuanhui Yu, Li Shen, Fan Lin | Published: 2025-08-04

FPEdit: Robust LLM Fingerprinting through Localized Knowledge Editing

Authors: Shida Wang, Chaohu Liu, Yubo Wang, Linli Xu | Published: 2025-08-04

PhishParrot: LLM-Driven Adaptive Crawling to Unveil Cloaked Phishing Sites

Authors: Hiroki Nakano, Takashi Koide, Daiki Chiba | Published: 2025-08-04

ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models

Authors: Zihan Wang, Rui Zhang, Hongwei Li, Wenshu Fan, Wenbo Jiang, Qingchuan Zhao, Guowen Xu | Published: 2025-08-02 | Updated: 2025-08-05