Literature Database

What Does Normal Even Mean? Evaluating Benign Traffic in Intrusion Detection Datasets

Authors: Meghan Wilkinson, Robert H Thomson | Published: 2025-09-11
Algorithm
Network Forensics
Anomaly Detection Algorithm

ENSI: Efficient Non-Interactive Secure Inference for Large Language Models

Authors: Zhiyu He, Maojiang Wang, Xinwen Gao, Yuchuan Luo, Lin Liu, Shaojing Fu | Published: 2025-09-11
Algorithm
Model Inversion
Efficiency Evaluation

What You Code Is What We Prove: Translating BLE App Logic into Formal Models with LLMs for Vulnerability Detection

Authors: Biwei Yan, Yue Zhang, Minghui Xu, Runyu Pan, Jinku Li, Xiuzhen Cheng | Published: 2025-09-11
Vulnerabilities of IoT Devices
形式モデル
Vulnerability Assessment Method

Enabling Regulatory Multi-Agent Collaboration: Architecture, Challenges, and Solutions

Authors: Qinnan Hu, Yuntao Wang, Yuan Gao, Zhou Su, Linkang Du | Published: 2025-09-11
Relationship of AI Systems
倫理基準遵守
Anomaly Detection Method

Character-Level Perturbations Disrupt LLM Watermarks

Authors: Zhaoxi Zhang, Xiaomei Zhang, Yanjun Zhang, He Zhang, Shirui Pan, Bo Liu, Asif Qumer Gill, Leo Yu Zhang | Published: 2025-09-11
Attack Method
Digital Watermarking for Generative AI
Watermark Design

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System

Authors: Chanti Raju Mylay, Bobin Deng, Zhipeng Cai, Honghui Xu | Published: 2025-09-11
Prompt Injection
作物病害管理
農薬使用法

DP-FedLoRA: Privacy-Enhanced Federated Fine-Tuning for On-Device Large Language Models

Authors: Honghui Xu, Shiva Shrestha, Wei Chen, Zhiyuan Li, Zhipeng Cai | Published: 2025-09-11
Privacy Technique
Convergence Analysis
Differential Privacy

Towards Confidential and Efficient LLM Inference with Dual Privacy Protection

Authors: Honglan Yu, Yibin Wang, Feifei Dai, Dong Liu, Haihui Fan, Xiaoyan Gu | Published: 2025-09-11
Algorithm
Privacy Technique
Differential Privacy

Architecting Resilient LLM Agents: A Guide to Secure Plan-then-Execute Implementations

Authors: Ron F. Del Rosario, Klaudia Krawiecka, Christian Schroeder de Witt | Published: 2025-09-10
Indirect Prompt Injection
Security Information Management
計画と実行のパターン

Send to which account? Evaluation of an LLM-based Scambaiting System

Authors: Hossein Siadati, Haadi Jafarian, Sima Jafarikhah | Published: 2025-09-10
Disabling Safety Mechanisms of LLM
Research Methodology
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