Texception: A Character/Word-Level Deep Learning Model for Phishing URL Detection
Tajaddodianfar, Farid, Stokes, Jack W., Gururajan, Arun
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Get full text
Conference Proceeding
Malware classification with recurrent networks
Pascanu, Razvan, Stokes, Jack W., Sanossian, Hermineh, Marinescu, Mady, Thomas, Anil
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Get full text
Conference Proceeding
Large-scale malware classification using random projections and neural networks
Dahl, George E., Stokes, Jack W., Li Deng, Dong Yu
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
Get full text
Conference Proceeding
Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
Stokes, Jack W., England, Paul, Kane, Kevin
Published in MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM) (29.11.2021)
Published in MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM) (29.11.2021)
Get full text
Conference Proceeding
URLTran: Improving Phishing URL Detection Using Transformers
Maneriker, Pranav, Stokes, Jack W., Lazo, Edir Garcia, Carutasu, Diana, Tajaddodianfar, Farid, Gururajan, Arun
Published in MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM) (29.11.2021)
Published in MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM) (29.11.2021)
Get full text
Conference Proceeding
Neural Malware Control with Deep Reinforcement Learning
Wang, Yu, Stokes, Jack W., Marinescu, Mady
Published in MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) (01.11.2019)
Published in MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) (01.11.2019)
Get full text
Conference Proceeding
Beyond L Norms: Delving Deeper into Robustness to Physical Image Transformations
Sehwag, Vikash, Stokes, Jack W., Zhang, Cha
Published in MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM) (29.11.2021)
Published in MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM) (29.11.2021)
Get full text
Conference Proceeding
ScriptNet: Neural Static Analysis for Malicious JavaScript Detection
Stokes, Jack W., Agrawal, Rakshit, McDonald, Geoff, Hausknecht, Matthew
Published in MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) (01.11.2019)
Published in MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) (01.11.2019)
Get full text
Conference Proceeding
Detection of Malicious Vbscript Using Static and Dynamic Analysis with Recurrent Deep Learning
Stokes, Jack W., Agrawal, Rakshit, McDonald, Geoff
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Get full text
Conference Proceeding
I Know Your Triggers: Defending Against Textual Backdoor Attacks with Benign Backdoor Augmentation
Gao, Yue, Stokes, Jack W., Prasad, Manoj Ajith, Marshall, Andrew T., Fawaz, Kassem, Kiciman, Emre
Published in MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) (28.11.2022)
Published in MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) (28.11.2022)
Get full text
Conference Proceeding
Detection of Prevalent Malware Families with Deep Learning
Stokes, Jack W., Seifert, Christian, Li, Jerry, Hejazi, Nizar
Published in MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) (01.11.2019)
Published in MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) (01.11.2019)
Get full text
Conference Proceeding
Privacy-Preserving Phishing Web Page Classification Via Fully Homomorphic Encryption
Chou, Edward J., Gururajan, Arun, Laine, Kim, Goel, Nitin Kumar, Bertiger, Anna, Stokes, Jack W.
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Get full text
Conference Proceeding
Asking for a second opinion: Re-querying of noisy multi-class labels
Stokes, Jack W., Kapoor, Ashish, Ray, Debajyoti
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Get full text
Conference Proceeding
Journal Article
A frequency domain doubletalk detector based on cross-correlation and extension to multi-channel case
Iqbal, Mohammad Asif, Grant, Steven L, Stokes, Jack W
Published in 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers (01.11.2009)
Published in 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers (01.11.2009)
Get full text
Conference Proceeding
Long-Term Study of Honeypots in a Public Cloud
Agrawal, Rakshit, Stokes, Jack W., Rist, Lukas, Littlefield, Ryan, Fan, Xun, Hollis, Ken, Coppedge, Zane, Chesterman, Noah, Seifert, Christian
Published in 2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S) (01.06.2022)
Published in 2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S) (01.06.2022)
Get full text
Conference Proceeding