research
∙
03/25/2023
No more Reviewer #2: Subverting Automatic Paper-Reviewer Assignment using Adversarial Learning
The number of papers submitted to academic conferences is steadily risin...
share
research
∙
08/26/2022
I still know it's you! On Challenges in Anonymizing Source Code
The source code of a program not only defines its semantics but also con...
research
∙
05/25/2022
Misleading Deep-Fake Detection with GAN Fingerprints
Generative adversarial networks (GANs) have made remarkable progress in ...
research
∙
10/19/2020
Against All Odds: Winning the Defense Challenge in an Evasion Competition with Diversification
Machine learning-based systems for malware detection operate in a hostil...
research
∙
10/19/2020
Dos and Don'ts of Machine Learning in Computer Security
With the growing processing power of computing systems and the increasin...
research
∙
03/19/2020
Backdooring and Poisoning Neural Networks with Image-Scaling Attacks
Backdoors and poisoning attacks are a major threat to the security of ma...
research
∙
07/09/2019
On the Security and Applicability of Fragile Camera Fingerprints
Camera sensor noise is one of the most reliable device characteristics i...
research
∙
05/29/2019