Backdoor Detection

The Dark Side of LLMs Agent-based Attacks for Complete Computer Takeover

Authors: Matteo Lupinacci, Francesco Aurelio Pironti, Francesco Blefari, Francesco Romeo, Luigi Arena, Angelo Furfaro | Published: 2025-07-09
Poisoning attack on RAG
Indirect Prompt Injection
Backdoor Detection

RawMal-TF: Raw Malware Dataset Labeled by Type and Family

Authors: David Bálik, Martin Jureček, Mark Stamp | Published: 2025-06-30
Backdoor Detection
Prompt Injection
Dataset for Malware Classification

PrivacyXray: Detecting Privacy Breaches in LLMs through Semantic Consistency and Probability Certainty

Authors: Jinwen He, Yiyang Lu, Zijin Lin, Kai Chen, Yue Zhao | Published: 2025-06-24
Backdoor Detection
Privacy Protection
Privacy protection framework

Transformers for Secure Hardware Systems: Applications, Challenges, and Outlook

Authors: Banafsheh Saber Latibari, Najmeh Nazari, Avesta Sasan, Houman Homayoun, Pratik Satam, Soheil Salehi, Hossein Sayadi | Published: 2025-05-28
Security Analysis
Hardware Trojan Detection
Backdoor Detection

ReCIT: Reconstructing Full Private Data from Gradient in Parameter-Efficient Fine-Tuning of Large Language Models

Authors: Jin Xie, Ruishi He, Songze Li, Xiaojun Jia, Shouling Ji | Published: 2025-04-29
Backdoor Detection
Privacy Violation
Attack Method

Secure Transfer Learning: Training Clean Models Against Backdoor in (Both) Pre-trained Encoders and Downstream Datasets

Authors: Yechao Zhang, Yuxuan Zhou, Tianyu Li, Minghui Li, Shengshan Hu, Wei Luo, Leo Yu Zhang | Published: 2025-04-16
Backdoor Detection
Improvement of Learning
Effectiveness Analysis of Defense Methods

ToxicSQL: Migrating SQL Injection Threats into Text-to-SQL Models via Backdoor Attack

Authors: Meiyu Lin, Haichuan Zhang, Jiale Lao, Renyuan Li, Yuanchun Zhou, Carl Yang, Yang Cao, Mingjie Tang | Published: 2025-03-07 | Updated: 2025-04-03
Backdoor Detection
Backdoor Attack
Model Performance Evaluation

ExpShield: Safeguarding Web Text from Unauthorized Crawling and Language Modeling Exploitation

Authors: Ruixuan Liu, Toan Tran, Tianhao Wang, Hongsheng Hu, Shuo Wang, Li Xiong | Published: 2024-12-30 | Updated: 2025-05-07
Text Perturbation Method
Backdoor Detection
Watermarking Technology

Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation

Authors: Shuai Zhao, Xiaobao Wu, Cong-Duy Nguyen, Yanhao Jia, Meihuizi Jia, Yichao Feng, Luu Anh Tuan | Published: 2024-10-18 | Updated: 2025-05-20
Backdoor Detection
Backdoor Attack Techniques
Knowledge Distillation

Infighting in the Dark: Multi-Label Backdoor Attack in Federated Learning

Authors: Ye Li, Yanchao Zhao, Chengcheng Zhu, Jiale Zhang | Published: 2024-09-29 | Updated: 2025-03-22
ID Mapping Construction
Backdoor Detection
Adversarial attack