LLMs in Cybersecurity: Friend or Foe in the Human Decision Loop?
Authors: Irdin Pekaric, Philipp Zech, Tom Mattson | Published: 2025-09-08
Mind Your Server: A Systematic Study of Parasitic Toolchain Attacks on the MCP Ecosystem
Authors: Shuli Zhao, Qinsheng Hou, Zihan Zhan, Yanhao Wang, Yuchong Xie, Yu Guo, Libo Chen, Shenghong Li, Zhi Xue | Published: 2025-09-08
Contrastive Self-Supervised Network Intrusion Detection using Augmented Negative Pairs
Authors: Jack Wilkie, Hanan Hindy, Christos Tachtatzis, Robert Atkinson | Published: 2025-09-08
Mask-GCG: Are All Tokens in Adversarial Suffixes Necessary for Jailbreak Attacks?
Authors: Junjie Mu, Zonghao Ying, Zhekui Fan, Zonglei Jing, Yaoyuan Zhang, Zhengmin Yu, Wenxin Zhang, Quanchen Zou, Xiangzheng Zhang | Published: 2025-09-08
Embedding Poisoning: Bypassing Safety Alignment via Embedding Semantic Shift
Authors: Shuai Yuan, Zhibo Zhang, Yuxi Li, Guangdong Bai, Wang Kailong | Published: 2025-09-08
AttestLLM: Efficient Attestation Framework for Billion-scale On-device LLMs
Authors: Ruisi Zhang, Yifei Zhao, Neusha Javidnia, Mengxin Zheng, Farinaz Koushanfar | Published: 2025-09-08
Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios
Authors: Jingen Qu, Lijun Li, Bo Zhang, Yichen Yan, Jing Shao | Published: 2025-09-04
An Automated, Scalable Machine Learning Model Inversion Assessment Pipeline
Authors: Tyler Shumaker, Jessica Carpenter, David Saranchak, Nathaniel D. Bastian | Published: 2025-09-04
KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis
Authors: Omri Sgan Cohen, Ehud Malul, Yair Meidan, Dudu Mimran, Yuval Elovici, Asaf Shabtai | Published: 2025-09-04
NeuroBreak: Unveil Internal Jailbreak Mechanisms in Large Language Models
Authors: Chuhan Zhang, Ye Zhang, Bowen Shi, Yuyou Gan, Tianyu Du, Shouling Ji, Dazhan Deng, Yingcai Wu | Published: 2025-09-04