Stack-based Buffer Overflow Detection using Recurrent Neural Networks
Authors: William Arild Dahl, Laszlo Erdodi, Fabio Massimo Zennaro | Published: 2020-12-30
機械学習手法
An Isolation Forest Learning Based Outlier Detection Approach for Effectively Classifying Cyber Anomalies
Authors: Rony Chowdhury Ripan, Iqbal H. Sarker, Md Musfique Anwar, Md. Hasan Furhad, Fazle Rahat, Mohammed Moshiul Hoque, Muhammad Sarfraz | Published: 2020-12-09
Generalized Insider Attack Detection Implementation using NetFlow Data
Authors: Yash Samtani, Jesse Elwell | Published: 2020-10-27
DualNet: Locate Then Detect Effective Payload with Deep Attention Network
Authors: Shiyi Yang, Peilun Wu, Hui Guo | Published: 2020-10-23
Getting Passive Aggressive About False Positives: Patching Deployed Malware Detectors
Authors: Edward Raff, Bobby Filar, James Holt | Published: 2020-10-22
Multi-Step Adversarial Perturbations on Recommender Systems Embeddings
Authors: Vito Walter Anelli, Alejandro Bellogín, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra | Published: 2020-10-03
Federated Transfer Learning: concept and applications
Authors: Sudipan Saha, Tahir Ahmad | Published: 2020-09-26 | Updated: 2021-03-06
Black Box to White Box: Discover Model Characteristics Based on Strategic Probing
Authors: Josh Kalin, Matthew Ciolino, David Noever, Gerry Dozier | Published: 2020-09-07
Early Identification of Services in HTTPS Traffic
Authors: Wazen M. Shbair, Thibault Cholez, Jerome Francois, Isabelle Chrisment | Published: 2020-08-19
Adversary Agnostic Robust Deep Reinforcement Learning
Authors: Xinghua Qu, Yew-Soon Ong, Abhishek Gupta, Zhu Sun | Published: 2020-08-14 | Updated: 2020-12-24