Literature Database

Hallucination-Resistant Security Planning with a Large Language Model

Authors: Kim Hammar, Tansu Alpcan, Emil Lupu | Published: 2026-02-05
LLM Performance Evaluation
Hallucination
Detection of Hallucinations

Comparative Insights on Adversarial Machine Learning from Industry and Academia: A User-Study Approach

Authors: Vishruti Kakkad, Paul Chung, Hanan Hibshi, Maverick Woo | Published: 2026-02-04
Poisoning
Model Extraction Attack
教育手法

How Few-shot Demonstrations Affect Prompt-based Defenses Against LLM Jailbreak Attacks

Authors: Yanshu Wang, Shuaishuai Yang, Jingjing He, Tong Yang | Published: 2026-02-04
LLM Performance Evaluation
Prompt Injection
Large Language Model

Semantic Consensus Decoding: Backdoor Defense for Verilog Code Generation

Authors: Guang Yang, Xing Hu, Xiang Chen, Xin Xia | Published: 2026-02-04
Security of Code Generation
Backdoor Detection
Model Extraction Attack

Attack-Resistant Uniform Fairness for Linear and Smooth Contextual Bandits

Authors: Qingwen Zhang, Wenjia Wang | Published: 2026-02-04
Algorithm Design
Robust Estimation
Statistical Methods

Don’t believe everything you read: Understanding and Measuring MCP Behavior under Misleading Tool Descriptions

Authors: Zhihao Li, Boyang Ma, Xuelong Dai, Minghui Xu, Yue Zhang, Biwei Yan, Kun Li | Published: 2026-02-03
Dissemination of Misinformation on SNS
Mental Model
User Behavior Analysis

Detecting and Explaining Malware Family Evolution Using Rule-Based Drift Analysis

Authors: Olha Jurečková, Martin Jureček | Published: 2026-02-03
マルウェアファミリー
ルールベース分類
Adversarial Example Detection

LogicScan: An LLM-driven Framework for Detecting Business Logic Vulnerabilities in Smart Contracts

Authors: Jiaqi Gao, Zijian Zhang, Yuqiang Sun, Ye Liu, Chengwei Liu, Han Liu, Yi Li, Yang Liu | Published: 2026-02-03
LLM Performance Evaluation
スマートコントラクト攻撃
Prompt leaking

Generalizable and Interpretable RF Fingerprinting with Shapelet-Enhanced Large Language Models

Authors: Tianya Zhao, Junqing Zhang, Haowen Xu, Xiaoyan Sun, Jun Dai, Xuyu Wang | Published: 2026-02-03
LLM Performance Evaluation
Fingerprinting Method
Prompt validation

Q-ShiftDP: A Differentially Private Parameter-Shift Rule for Quantum Machine Learning

Authors: Hoang M. Ngo, Nhat Hoang-Xuan, Quan Nguyen, Nguyen Do, Incheol Shin, My T. Thai | Published: 2026-02-03
Privacy protection framework
Statistical Testing
Quantization and Privacy