SoK: Verifiable Cross-Silo FL
Authors: Aleksei Korneev, Jan Ramon | Published: 2024-10-11
Time Traveling to Defend Against Adversarial Example Attacks in Image Classification
Authors: Anthony Etim, Jakub Szefer | Published: 2024-10-10
Privately Learning from Graphs with Applications in Fine-tuning Large Language Models
Authors: Haoteng Yin, Rongzhe Wei, Eli Chien, Pan Li | Published: 2024-10-10
Study of Attacks on the HHL Quantum Algorithm
Authors: Yizhuo Tan, Hrvoje Kukina, Jakub Szefer | Published: 2024-10-10
APOLLO: A GPT-based tool to detect phishing emails and generate explanations that warn users
Authors: Giuseppe Desolda, Francesco Greco, Luca Viganò | Published: 2024-10-10
Detecting Training Data of Large Language Models via Expectation Maximization
Authors: Gyuwan Kim, Yang Li, Evangelia Spiliopoulou, Jie Ma, Miguel Ballesteros, William Yang Wang | Published: 2024-10-10
RealVul: Can We Detect Vulnerabilities in Web Applications with LLM?
Authors: Di Cao, Yong Liao, Xiuwei Shang | Published: 2024-10-10
Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy
Authors: Tong Wu, Shujian Zhang, Kaiqiang Song, Silei Xu, Sanqiang Zhao, Ravi Agrawal, Sathish Reddy Indurthi, Chong Xiang, Prateek Mittal, Wenxuan Zhou | Published: 2024-10-09
Data Taggants: Dataset Ownership Verification via Harmless Targeted Data Poisoning
Authors: Wassim Bouaziz, El-Mahdi El-Mhamdi, Nicolas Usunier | Published: 2024-10-09
Diffuse or Confuse: A Diffusion Deepfake Speech Dataset
Authors: Anton Firc, Kamil Malinka, Petr Hanáček | Published: 2024-10-09