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Mark McLean
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An investigation of byte n-gram features for malware classification
E Raff, R Zak, R Cox, J Sylvester, P Yacci, R Ward, A Tracy, M McLean, ...
Journal of Computer Virology and Hacking Techniques 14 (1), 1-20, 2018
1392018
Barrage of random transforms for adversarially robust defense
E Raff, J Sylvester, S Forsyth, M McLean
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1062019
Exploring the design space of specialized multicore neural processors
TM Taha, R Hasan, C Yakopcic, MR McLean
The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013
642013
Memristor‐based neuron circuit and method for applying learning algorithm in SPICE
C Yakopcic, R Hasan, TM Taha, M McLean, D Palmer
Electronics Letters 50 (7), 492-494, 2014
432014
Static malware detection & subterfuge: Quantifying the robustness of machine learning and current anti-virus
W Fleshman, E Raff, R Zak, M McLean, C Nicholas
2018 13th International Conference on Malicious and Unwanted Software …, 2018
312018
Efficacy of memristive crossbars for neuromorphic processors
C Yakopcic, R Hasan, TM Taha, MR McLean, D Palmer
2014 International Joint Conference on Neural Networks (IJCNN), 15-20, 2014
272014
Non-negative networks against adversarial attacks
W Fleshman, E Raff, J Sylvester, S Forsyth, M McLean
arXiv preprint arXiv:1806.06108, 2018
242018
Memristor crossbar tiles in a flexible, general purpose neural processor
DJ Mountain, MR McLean, CD Krieger
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (1 …, 2017
232017
Classifying sequences of extreme length with constant memory applied to malware detection
E Raff, W Fleshman, R Zak, HS Anderson, B Filar, M McLean
Proceedings of the AAAI Conference on Artificial Intelligence 35 (11), 9386-9394, 2021
222021
Memristor model optimization based on parameter extraction from device characterization data
C Yakopcic, TM Taha, DJ Mountain, T Salter, MJ Marinella, M McLean
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
202019
Method for ex‐situ training in memristor‐based neuromorphic circuit using robust weight programming method
C Yakopcic, TM Taha, M McLean
Electronics Letters 51 (12), 899-900, 2015
162015
Kilograms: Very large n-grams for malware classification
E Raff, W Fleming, R Zak, H Anderson, B Finlayson, C Nicholas, ...
arXiv preprint arXiv:1908.00200, 2019
142019
Concurrent learning algorithm and the importance map
MR McLean
Network Science and Cybersecurity, 239-250, 2014
132014
Barrage of random transforms for adversarially robust defense. In 2019 IEEE
E Raff, J Sylvester, S Forsyth, M McLean
CVF Conference on Computer Vision and Pattern Recognition (CVPR), 6521-6530, 2019
102019
Learning with Holographic Reduced Representations
A Ganesan, H Gao, S Gandhi, E Raff, T Oates, J Holt, M McLean
Advances in Neural Information Processing Systems 34, 25606-25620, 2021
82021
Diffusive memristor and device for synaptic emulator
J Yang, Q Xia, M Mclean, Q Wu, M Barnell
US Patent 10,741,759, 2020
72020
Artificial Neurons Using Diffusive Memristor
J Yang, Q Xia, M Mclean, Q Wu
US Patent App. 16/270,848, 2019
72019
Ohmic weave: Memristor-based threshold gate networks
DJ Mountain, M McLean, D Palmer, JD Prucnal, CD Krieger
Computer 48 (12), 65-71, 2015
72015
A New Burrows Wheeler Transform Markov Distance
E Raff, C Nicholas, M McLean
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5444-5453, 2020
32020
Capacitative artificial neural networks
J Yang, Q Xia, Z Wang, Q Wu, MR McLean
US Patent 10,740,672, 2020
22020
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