Deep Learning Method

Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks

Authors: Mst Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea | Published: 2023-06-01
Deep Learning Method
Threat modeling
Vulnerability Analysis
2023.06.01 2025.05.28
Literature Database

Frequency maps reveal the correlation between Adversarial Attacks and Implicit Bias

Authors: Lorenzo Basile, Nikos Karantzas, Alberto d'Onofrio, Luca Manzoni, Luca Bortolussi, Alex Rodriguez, Fabio Anselmi | Published: 2023-05-24 | Updated: 2025-04-08
Adversarial Example
Adversarial attack
Deep Learning Method
2023.05.24 2025.05.28
Literature Database

Expressive Losses for Verified Robustness via Convex Combinations

Authors: Alessandro De Palma, Rudy Bunel, Krishnamurthy Dvijotham, M. Pawan Kumar, Robert Stanforth, Alessio Lomuscio | Published: 2023-05-23 | Updated: 2024-03-18
Parameter Tuning
Machine Learning Method
Deep Learning Method
2023.05.23 2025.05.28
Literature Database

Can deepfakes be created by novice users?

Authors: Pulak Mehta, Gauri Jagatap, Kevin Gallagher, Brian Timmerman, Progga Deb, Siddharth Garg, Rachel Greenstadt, Brendan Dolan-Gavitt | Published: 2023-04-28
Analysis of Detection Methods
Deep Learning Method
Challenges of Generative Models
2023.04.28 2025.05.28
Literature Database

Machine Learning for Detection and Mitigation of Web Vulnerabilities and Web Attacks

Authors: Mahnoor Shahid | Published: 2023-04-27
Analysis of Detection Methods
Machine Learning Method
Deep Learning Method
2023.04.27 2025.05.28
Literature Database

The Devil’s Advocate: Shattering the Illusion of Unexploitable Data using Diffusion Models

Authors: Hadi M. Dolatabadi, Sarah Erfani, Christopher Leckie | Published: 2023-03-15 | Updated: 2024-01-11
DNN IP Protection Method
Poisoning
Deep Learning Method
2023.03.15 2025.05.28
Literature Database

DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

Authors: Eric Mitchell, Yoonho Lee, Alexander Khazatsky, Christopher D. Manning, Chelsea Finn | Published: 2023-01-26 | Updated: 2023-07-23
Identification of AI Output
Text Perturbation Method
Deep Learning Method
2023.01.26 2025.05.28
Literature Database

Evolution of Neural Tangent Kernels under Benign and Adversarial Training

Authors: Noel Loo, Ramin Hasani, Alexander Amini, Daniela Rus | Published: 2022-10-21
Adversarial Example
Adversarial Attack Methods
Deep Learning Method
2022.10.21 2025.05.28
Literature Database

Scaling Adversarial Training to Large Perturbation Bounds

Authors: Sravanti Addepalli, Samyak Jain, Gaurang Sriramanan, R. Venkatesh Babu | Published: 2022-10-18
Adversarial Example
Adversarial Attack Methods
Deep Learning Method
2022.10.18 2025.05.28
Literature Database

DPIS: An Enhanced Mechanism for Differentially Private SGD with Importance Sampling

Authors: Jianxin Wei, Ergute Bao, Xiaokui Xiao, Yin Yang | Published: 2022-10-18 | Updated: 2024-08-01
Privacy Analysis
Privacy Assessment
Deep Learning Method
2022.10.18 2025.05.28
Literature Database
Next page