Data Encryption Battlefield: A Deep Dive into the Dynamic Confrontations in Ransomware Attacks

Authors: Arash Mahboubi, Hamed Aboutorab, Seyit Camtepe, Hang Thanh Bui, Khanh Luong, Keyvan Ansari, Shenlu Wang, Bazara Barry | Published: 2025-04-29

Learning and Generalization with Mixture Data

Authors: Harsh Vardhan, Avishek Ghosh, Arya Mazumdar | Published: 2025-04-29

The Hidden Risks of LLM-Generated Web Application Code: A Security-Centric Evaluation of Code Generation Capabilities in Large Language Models

Authors: Swaroop Dora, Deven Lunkad, Naziya Aslam, S. Venkatesan, Sandeep Kumar Shukla | Published: 2025-04-29

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

Token-Efficient Prompt Injection Attack: Provoking Cessation in LLM Reasoning via Adaptive Token Compression

Authors: Yu Cui, Yujun Cai, Yiwei Wang | Published: 2025-04-29

Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction

Authors: Yulin Chen, Haoran Li, Yuan Sui, Yue Liu, Yufei He, Yangqiu Song, Bryan Hooi | Published: 2025-04-29

Network Attack Traffic Detection With Hybrid Quantum-Enhanced Convolution Neural Network

Authors: Zihao Wang, Kar Wai Fok, Vrizlynn L. L. Thing | Published: 2025-04-29

Enhancing Leakage Attacks on Searchable Symmetric Encryption Using LLM-Based Synthetic Data Generation

Authors: Joshua Chiu, Partha Protim Paul, Zahin Wahab | Published: 2025-04-29

The Automation Advantage in AI Red Teaming

Authors: Rob Mulla, Will Pearce, Nick Landers, Brian Greunke, Brad Palm, Vincent Abruzzo, Ads Dawson | Published: 2025-04-28

$\texttt{SAGE}$: A Generic Framework for LLM Safety Evaluation

Authors: Madhur Jindal, Hari Shrawgi, Parag Agrawal, Sandipan Dandapat | Published: 2025-04-28