Efficient Decoding Methods for Language Models on Encrypted Data
Authors: Matan Avitan, Moran Baruch, Nir Drucker, Itamar Zimerman, Yoav Goldberg | Published: 2025-09-10
Phish-Blitz: Advancing Phishing Detection with Comprehensive Webpage Resource Collection and Visual Integrity Preservation
Authors: Duddu Hriday, Aditya Kulkarni, Vivek Balachandran, Tamal Das | Published: 2025-09-10
An Ethically Grounded LLM-Based Approach to Insider Threat Synthesis and Detection
Authors: Haywood Gelman, John D. Hastings, David Kenley | Published: 2025-09-08
Proof-Carrying Numbers (PCN): A Protocol for Trustworthy Numeric Answers from LLMs via Claim Verification
Authors: Aivin V. Solatorio | Published: 2025-09-08
Not All Samples Are Equal: Quantifying Instance-level Difficulty in Targeted Data Poisoning
Authors: William Xu, Yiwei Lu, Yihan Wang, Matthew Y. R. Yang, Zuoqiu Liu, Gautam Kamath, Yaoliang Yu | Published: 2025-09-08
EPT Benchmark: Evaluation of Persian Trustworthiness in Large Language Models
Authors: Mohammad Reza Mirbagheri, Mohammad Mahdi Mirkamali, Zahra Motoshaker Arani, Ali Javeri, Amir Mahdi Sadeghzadeh, Rasool Jalili | Published: 2025-09-08
Imitative Membership Inference Attack
Authors: Yuntao Du, Yuetian Chen, Hanshen Xiao, Bruno Ribeiro, Ninghui Li | Published: 2025-09-08
When Secure Isn’t: Assessing the Security of Machine Learning Model Sharing
Authors: Gabriele Digregorio, Marco Di Gennaro, Stefano Zanero, Stefano Longari, Michele Carminati | Published: 2025-09-08
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