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
Can Differentially Private Fine-tuning LLMs Protect Against Privacy Attacks?
Authors: Hao Du, Shang Liu, Yang Cao | Published: 2025-04-28 | Updated: 2025-05-01