Scaling up Privacy-Preserving ML: A CKKS Implementation of Llama-2-7B
Authors: Jaiyoung Park, Sejin Park, Jai Hyun Park, Jung Ho Ahn, Jung Hee Cheon, Guillaume Hanrot, Jung Woo Kim, Minje Park, Damien Stehlé | Published: 2026-01-26
Literature Database
Mitigating the OWASP Top 10 For Large Language Models Applications using Intelligent Agents
Authors: Mohammad Fasha, Faisal Abul Rub, Nasim Matar, Bilal Sowan, Mohammad Al Khaldy | Published: 2026-01-26
PAL*M: Property Attestation for Large Generative Models
Authors: Prach Chantasantitam, Adam Ilyas Caulfield, Vasisht Duddu, Lachlan J. Gunn, N. Asokan | Published: 2026-01-22
On damage of interpolation to adversarial robustness in regression
Authors: Jingfu Peng, Yuhong Yang | Published: 2026-01-22
CAFE-GB: Scalable and Stable Feature Selection for Malware Detection via Chunk-wise Aggregated Gradient Boosting
Authors: Ajvad Haneef K, Karan Kuwar Singh, Madhu Kumar S D | Published: 2026-01-22
Connect the Dots: Knowledge Graph-Guided Crawler Attack on Retrieval-Augmented Generation Systems
Authors: Mengyu Yao, Ziqi Zhang, Ning Luo, Shaofei Li, Yifeng Cai, Xiangqun Chen, Yao Guo, Ding Li | Published: 2026-01-22
Predictive Coding and Information Bottleneck for Hallucination Detection in Large Language Models
Authors: Manish Bhatt | Published: 2026-01-22
Data-Free Privacy-Preserving for LLMs via Model Inversion and Selective Unlearning
Authors: Xinjie Zhou, Zhihui Yang, Lechao Cheng, Sai Wu, Gang Chen | Published: 2026-01-22
Lightweight LLMs for Network Attack Detection in IoT Networks
Authors: Piyumi Bhagya Sudasinghe, Kushan Sudheera Kalupahana Liyanage, Harsha S. Gardiyawasam Pussewalage | Published: 2026-01-21
NeuroFilter: Privacy Guardrails for Conversational LLM Agents
Authors: Saswat Das, Ferdinando Fioretto | Published: 2026-01-21