Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection

17 December 2020

Papers citing "Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection"

7 / 7 papers shown

Title
MALITE: Lightweight Malware Detection and Classification for Constrained Devices Sidharth Anand Barsha Mitra Soumyadeep Dey Abhinav Rao Rupsa Dhar Jaideep Vaidya 24 3 0 06 Sep 2023
Recasting Self-Attention with Holographic Reduced Representations Mohammad Mahmudul Alam Edward Raff Stella Biderman Tim Oates James Holt 16 8 0 31 May 2023
Automated Machine Learning for Deep Learning based Malware Detection Austin R. Brown Maanak Gupta Mahmoud Abdelsalam 38 37 0 03 Mar 2023
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion Zhuoqun Huang Neil G. Marchant Keane Lucas Lujo Bauer O. Ohrimenko Benjamin I. P. Rubinstein AAML 32 15 0 31 Jan 2023
MOTIF: A Large Malware Reference Dataset with Ground Truth Family Labels R. Joyce Dev Amlani B. Hamilton Edward Raff 49 21 0 29 Nov 2021
A Comparison of State-of-the-Art Techniques for Generating Adversarial Malware Binaries P. Dasgupta Zachary Osman AAML 36 2 0 22 Nov 2021
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015