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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, 1-20, 2018
1922018
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
1762019
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
722013
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
542018
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
512021
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
472014
Non-negative networks against adversarial attacks
W Fleshman, E Raff, J Sylvester, S Forsyth, M McLean
arXiv preprint arXiv:1806.06108, 2018
362018
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
312014
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
302019
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
282017
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
212021
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
212019
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
182015
Concurrent learning algorithm and the importance map
MR McLean
Network Science and Cybersecurity, 239-250, 2013
162013
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
112020
Diffusive memristor and device for synaptic emulator
J Yang, Q Xia, M Mclean, Q Wu, M Barnell
US Patent 10,741,759, 2020
92020
Ohmic weave: Memristor-based threshold gate networks
DJ Mountain, M McLean, D Palmer, JD Prucnal, CD Krieger
Computer 48 (12), 65-71, 2015
82015
Capacitative artificial neural networks
J Yang, Q Xia, Z Wang, Q Wu, MR McLean
US Patent 10,740,672, 2020
22020
Hash-Grams On Many-Cores and Skewed Distributions
E Raff, M McLean
2018 IEEE International Conference on Big Data (Big Data), 158-165, 2018
22018
Relative Efficiency of Memristive and Digital Neuromorphic Crossbars
CD Krieger, DJ Mountain, M McLean
Proceedings of the International Conference on Neuromorphic Systems, 1-7, 2018
12018
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