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
バックドアモデルの検知
Empirical Evaluation of Concept Drift in ML-Based Android Malware Detection
Authors: Ahmed Sabbah, Radi Jarrar, Samer Zein, David Mohaisen | Published: 2025-07-30
The Dark Side of LLMs Agent-based Attacks for Complete Computer Takeover
Authors: Matteo Lupinacci, Francesco Aurelio Pironti, Francesco Blefari, Francesco Romeo, Luigi Arena, Angelo Furfaro | Published: 2025-07-09
RawMal-TF: Raw Malware Dataset Labeled by Type and Family
Authors: David Bálik, Martin Jureček, Mark Stamp | Published: 2025-06-30
PrivacyXray: Detecting Privacy Breaches in LLMs through Semantic Consistency and Probability Certainty
Authors: Jinwen He, Yiyang Lu, Zijin Lin, Kai Chen, Yue Zhao | Published: 2025-06-24
Transformers for Secure Hardware Systems: Applications, Challenges, and Outlook
Authors: Banafsheh Saber Latibari, Najmeh Nazari, Avesta Sasan, Houman Homayoun, Pratik Satam, Soheil Salehi, Hossein Sayadi | Published: 2025-05-28
ReCIT: Reconstructing Full Private Data from Gradient in Parameter-Efficient Fine-Tuning of Large Language Models
Authors: Jin Xie, Ruishi He, Songze Li, Xiaojun Jia, Shouling Ji | Published: 2025-04-29
Secure Transfer Learning: Training Clean Models Against Backdoor in (Both) Pre-trained Encoders and Downstream Datasets
Authors: Yechao Zhang, Yuxuan Zhou, Tianyu Li, Minghui Li, Shengshan Hu, Wei Luo, Leo Yu Zhang | Published: 2025-04-16
ToxicSQL: Migrating SQL Injection Threats into Text-to-SQL Models via Backdoor Attack
Authors: Meiyu Lin, Haichuan Zhang, Jiale Lao, Renyuan Li, Yuanchun Zhou, Carl Yang, Yang Cao, Mingjie Tang | Published: 2025-03-07 | Updated: 2025-04-03
ExpShield: Safeguarding Web Text from Unauthorized Crawling and Language Modeling Exploitation
Authors: Ruixuan Liu, Toan Tran, Tianhao Wang, Hongsheng Hu, Shuo Wang, Li Xiong | Published: 2024-12-30 | Updated: 2025-05-07