Classification of Malicious Actors

Rethinking How to Evaluate Language Model Jailbreak

Authors: Hongyu Cai, Arjun Arunasalam, Leo Y. Lin, Antonio Bianchi, Z. Berkay Celik | Published: 2024-04-09 | Updated: 2024-05-07
Prompt Injection
Classification of Malicious Actors
Evaluation Method
2024.04.09 2025.05.27
Literature Database

The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM Operative

Authors: Zhen Tan, Chengshuai Zhao, Raha Moraffah, Yifan Li, Yu Kong, Tianlong Chen, Huan Liu | Published: 2024-02-20 | Updated: 2024-06-03
LLM Security
Classification of Malicious Actors
Attack Method
2024.02.20 2025.05.27
Literature Database

Evading Data Contamination Detection for Language Models is (too) Easy

Authors: Jasper Dekoninck, Mark Niklas Müller, Maximilian Baader, Marc Fischer, Martin Vechev | Published: 2024-02-05 | Updated: 2024-02-12
Data Obfuscation
Data Contamination Detection
Classification of Malicious Actors
2024.02.05 2025.05.27
Literature Database

Label Poisoning is All You Need

Authors: Rishi D. Jha, Jonathan Hayase, Sewoong Oh | Published: 2023-10-29
Security Analysis
Backdoor Attack
Classification of Malicious Actors
2023.10.29 2025.05.28
Literature Database

On the Safety of Open-Sourced Large Language Models: Does Alignment Really Prevent Them From Being Misused?

Authors: Hangfan Zhang, Zhimeng Guo, Huaisheng Zhu, Bochuan Cao, Lu Lin, Jinyuan Jia, Jinghui Chen, Dinghao Wu | Published: 2023-10-02
LLM Performance Evaluation
Prompt Injection
Classification of Malicious Actors
2023.10.02 2025.05.28
Literature Database

Conti Inc.: Understanding the Internal Discussions of a large Ransomware-as-a-Service Operator with Machine Learning

Authors: Estelle Ruellan, Masarah Paquet-Clouston, Sebastian Garcia | Published: 2023-08-30
Interpretation of Topic Models
Classification of Malicious Actors
Machine Learning Technology
2023.08.30 2025.05.28
Literature Database

The GANfather: Controllable generation of malicious activity to improve defence systems

Authors: Ricardo Ribeiro Pereira, Jacopo Bono, João Tiago Ascensão, David Aparício, Pedro Ribeiro, Pedro Bizarro | Published: 2023-07-25
Cybersecurity
Data Generation
Classification of Malicious Actors
2023.07.25 2025.05.28
Literature Database

Malware Resistant Data Protection in Hyper-connected Networks: A survey

Authors: Jannatul Ferdous, Rafiqul Islam, Maumita Bhattacharya, Md Zahidul Islam | Published: 2023-07-24
Cybersecurity
Malware Propagation Means
Classification of Malicious Actors
2023.07.24 2025.05.28
Literature Database

Early Malware Detection and Next-Action Prediction

Authors: Zahra Jamadi, Amir G. Aghdam | Published: 2023-06-09
LSTM Model Performance Evaluation
Cyber Attack
Classification of Malicious Actors
2023.06.09 2025.05.28
Literature Database

Backdoor Attacks in Peer-to-Peer Federated Learning

Authors: Georgios Syros, Gokberk Yar, Simona Boboila, Cristina Nita-Rotaru, Alina Oprea | Published: 2023-01-23 | Updated: 2024-09-17
Backdoor Attack
Poisoning
Classification of Malicious Actors
2023.01.23 2025.05.28
Literature Database
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