Differentially Private and Communication Efficient Large Language Model Split Inference via Stochastic Quantization and Soft Prompt
Authors: Yujie Gu, Richeng Jin, Xiaoyu Ji, Yier Jin, Wenyuan Xu | Published: 2026-02-12
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Jailbreaking Leaves a Trace: Understanding and Detecting Jailbreak Attacks from Internal Representations of Large Language Models
Authors: Sri Durga Sai Sowmya Kadali, Evangelos E. Papalexakis | Published: 2026-02-12
Cachemir: Fully Homomorphic Encrypted Inference of Generative Large Language Model with KV Cache
Authors: Ye Yu, Yifan Zhou, Yi Chen, Pedro Soto, Wenjie Xiong, Meng Li | Published: 2026-02-12
Towards Explainable Federated Learning: Understanding the Impact of Differential Privacy
Authors: Júlio Oliveira, Rodrigo Ferreira, André Riker, Glaucio H. S. Carvalho, Eirini Eleni Tsilopoulou | Published: 2026-02-10
CAPID: Context-Aware PII Detection for Question-Answering Systems
Authors: Mariia Ponomarenko, Sepideh Abedini, Masoumeh Shafieinejad, D. B. Emerson, Shubhankar Mohapatra, Xi He | Published: 2026-02-10
Focus Session: LLM4PQC — An Agentic Framework for Accurate and Efficient Synthesis of PQC Cores
Authors: Buddhi Perera, Zeng Wang, Weihua Xiao, Mohammed Nabeel, Ozgur Sinanoglu, Johann Knechtel, Ramesh Karri | Published: 2026-02-10
QRS: A Rule-Synthesizing Neuro-Symbolic Triad for Autonomous Vulnerability Discovery
Authors: George Tsigkourakos, Constantinos Patsakis | Published: 2026-02-10
LLM-FS: Zero-Shot Feature Selection for Effective and Interpretable Malware Detection
Authors: Naveen Gill, Ajvad Haneef K, Madhu Kumar S D | Published: 2026-02-10
Stop Testing Attacks, Start Diagnosing Defenses: The Four-Checkpoint Framework Reveals Where LLM Safety Breaks
Authors: Hayfa Dhabhi, Kashyap Thimmaraju | Published: 2026-02-10
When Handshakes Tell the Truth: Detecting Web Bad Bots via TLS Fingerprints
Authors: Ghalia Jarad, Kemal Bicakci | Published: 2026-02-10