Evaluation Method

DogeFuzz: A Simple Yet Efficient Grey-box Fuzzer for Ethereum Smart Contracts

Authors: Ismael Medeiros, Fausto Carvalho, Alexandre Ferreira, Rodrigo Bonifácio, Fabiano Cavalcanti Fernandes | Published: 2024-09-03
Smart Contract
Blockchain Technology
Evaluation Method

Comprehensive Botnet Detection by Mitigating Adversarial Attacks, Navigating the Subtleties of Perturbation Distances and Fortifying Predictions with Conformal Layers

Authors: Rahul Yumlembam, Biju Issac, Seibu Mary Jacob, Longzhi Yang | Published: 2024-09-01
Poisoning
Adversarial Example
Evaluation Method

Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection

Authors: Niklas Risse, Jing Liu, Marcel Böhme | Published: 2024-08-23 | Updated: 2025-04-23
Security Analysis
Vulnerability Management
Evaluation Method

Tracing Privacy Leakage of Language Models to Training Data via Adjusted Influence Functions

Authors: Jinxin Liu, Zao Yang | Published: 2024-08-20 | Updated: 2024-09-05
LLM Performance Evaluation
Privacy Protection Method
Evaluation Method

KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment

Authors: Zongzong Wu, Fengxiao Tang, Ming Zhao, Yufeng Li | Published: 2024-08-15
Cybersecurity
Dataset Generation
Evaluation Method

EnJa: Ensemble Jailbreak on Large Language Models

Authors: Jiahao Zhang, Zilong Wang, Ruofan Wang, Xingjun Ma, Yu-Gang Jiang | Published: 2024-08-07
Prompt Injection
Attack Method
Evaluation Method

Malicious Internet Entity Detection Using Local Graph Inference

Authors: Simon Mandlik, Tomas Pevny, Vaclav Smidl, Lukas Bajer | Published: 2024-08-06 | Updated: 2024-08-07
Algorithm
Graph Transformation
Evaluation Method

Practical Attacks against Black-box Code Completion Engines

Authors: Slobodan Jenko, Jingxuan He, Niels Mündler, Mark Vero, Martin Vechev | Published: 2024-08-05
Attack Method
Vulnerability Management
Evaluation Method

A Systematic Mapping Study on SDN Controllers for Enhancing Security in IoT Networks

Authors: Charles Oredola, Adnan Ashraf | Published: 2024-08-02
SDN Architecture
Cybersecurity
Evaluation Method

Automated Code-centric Software Vulnerability Assessment: How Far Are We? An Empirical Study in C/C++

Authors: Anh The Nguyen, Triet Huynh Minh Le, M. Ali Babar | Published: 2024-07-24 | Updated: 2024-08-03
Deep Learning Method
Vulnerability Management
Evaluation Method