Approximate Data Deletion in Generative Models
Authors: Zhifeng Kong, Scott Alfeld | Published: 2022-06-29
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Matryoshka: Stealing Functionality of Private ML Data by Hiding Models in Model
Authors: Xudong Pan, Yifan Yan, Shengyao Zhang, Mi Zhang, Min Yang | Published: 2022-06-29
A Deep Learning Approach to Create DNS Amplification Attacks
Authors: Jared Mathews, Prosenjit Chatterjee, Shankar Banik, Cory Nance | Published: 2022-06-29
CoAP-DoS: An IoT Network Intrusion Dataset
Authors: Jared Mathews, Prosenjit Chatterjee, Shankar Banik | Published: 2022-06-29
How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection
Authors: Mantas Mazeika, Bo Li, David Forsyth | Published: 2022-06-28
Parallel Instance Filtering for Malware Detection
Authors: Martin Jureček, Olha Jurečková | Published: 2022-06-28
Improving Correlation Capture in Generating Imbalanced Data using Differentially Private Conditional GANs
Authors: Chang Sun, Johan van Soest, Michel Dumontier | Published: 2022-06-28
Multifamily Malware Models
Authors: Samanvitha Basole, Fabio Di Troia, Mark Stamp | Published: 2022-06-27
Adversarially Robust PAC Learnability of Real-Valued Functions
Authors: Idan Attias, Steve Hanneke | Published: 2022-06-26 | Updated: 2024-05-05
Malware Detection and Prevention using Artificial Intelligence Techniques
Authors: Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael Whitman, Alfredo Cuzzocreak, Dan Lo, Akond Rahman, Fan Wu | Published: 2022-06-26