Quantamination: Dynamic Quantization Leaks Your Data Across the Batch
Authors: Hanna Foerster, Ilia Shumailov, Cheng Zhang, Yiren Zhao, Jamie Hayes, Robert Mullins | Published: 2026-04-29
Prompt leaking
Text Steganography with Dynamic Codebook and Multimodal Large Language Model
Authors: Jianxin Gao, Ruohan Lei, Wanli Peng | Published: 2026-04-22
Involuntary In-Context Learning: Exploiting Few-Shot Pattern Completion to Bypass Safety Alignment in GPT-5.4
Authors: Alex Polyakov, Daniel Kuznetsov | Published: 2026-04-21
Do Agents Dream of Root Shells? Partial-Credit Evaluation of LLM Agents in Capture The Flag Challenges
Authors: Ali Al-Kaswan, Maksim Plotnikov, Maxim Hájek, Roland Vízner, Arie van Deursen, Maliheh Izadi | Published: 2026-04-21
A Synthetic Conversational Smishing Dataset for Social Engineering Detection
Authors: Carl Lochstampfor, Ayan Roy | Published: 2026-04-13
FedSpy-LLM: Towards Scalable and Generalizable Data Reconstruction Attacks from Gradients on LLMs
Authors: Syed Irfan Ali Meerza, Feiyi Wang, Jian Liu | Published: 2026-04-07
LLM4CodeRE: Generative AI for Code Decompilation Analysis and Reverse Engineering
Authors: Hamed Jelodar, Samita Bai, Tochukwu Emmanuel Nwankwo, Parisa Hamedi, Mohammad Meymani, Roozbeh Razavi-Far, Ali A. Ghorbani | Published: 2026-04-07
Combating Data Laundering in LLM Training
Authors: Muxing Li, Zesheng Ye, Sharon Li, Feng Liu | Published: 2026-04-02
Assertain: Automated Security Assertion Generation Using Large Language Models
Authors: Shams Tarek, Dipayan Saha, Khan Thamid Hasan, Sujan Kumar Saha, Mark Tehranipoor, Farimah Farahmandi | Published: 2026-04-02
Downsides of Smartness Across Edge-Cloud Continuum in Modern Industry
Authors: Akhil Gupta Chigullapally, Sharvan Vittala, Razin Farhan Hussian, Mohsen Amini Salehi | Published: 2026-03-31