SelectedWorks - Anshuman "Alan" Singh

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Faculty Selected Works of Anshuman "Alan" Singh

Associate Professor

Research areas: 
Broad: Cybersecurity, Artificial Intelligence 
Specific: Malware Analysis, Machine Learning, Big Data, Ethical Hacking 
PhD, Computer Science - University of Louisiana at Lafayette

Industry Certifications: CISSP, GPEN

New UMSL faculty member 2019.

Works
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About Anshuman "Alan" Singh

Research areas: 
Broad: Cybersecurity, Artificial Intelligence 
Specific: Malware Analysis, Machine Learning, Big Data, Ethical Hacking 
PhD, Computer Science - University of Louisiana at Lafayette

Industry Certifications: CISSP, GPEN

New UMSL faculty member 2019.

Present	Associate Professor, University of Missouri-St. Louis ‐ Information Systems and Technology
Institution Organization Position Type Position Title Time Period to Options Current Position Affiliate my profile with this Institution

Management Information Systems

Cybersecurity, Artificial Intelligence, and Malware

Google Scholar

Dimensional scalability of supervised and unsupervised concept drift detection: An ...

International Conference on Big Data (2015)

Jorge David Destephen Lavaire, Anshuman Singh, Mahmoud Yousef, Sumi Singh, et al.

VILO: a rapid learning nearest-neighbor classifier for malware triage

Journal of Computer Virology and Hacking Techniques (2013)

Arun Lakhotia, Andrew Walenstein, Craig Miles and Anshuman Singh

Tracking concept drift in malware families

Security and Artificial Intelligence (2012)

Anshuman Singh, Andrew Walenstein and Arun Lakhotia

Deployable Classifiers for Malware Detection

International Conference on Information Systems, Technology and Management (2012)

Anshuman Singh, Sumi Singh, Andrew Walenstein and Arun Lakhotia

On concept drift, deployability, and adversarial selection in machine learning-based ...

Arun Lakhotia and Anshuman Singh

Machine learning-based methods are used for malware detection due to their ability to automatically learn the detection rules from examples. ...

On deployable adversarial classification models

Security and Artificial Intelligence (2011)

Anshuman Singh, Sumi Singh, Andrew Walenstein and Arun Lakhotia

Game-theoretic design of an information exchange model for detecting packed ...

International Conference on Malicious and Unwanted Software (2011)

Anshuman Singh and Arun Lakhotia

Context-sensitive analysis without calling-context

Higher-Order and Symbolic Computation archive (2010)

Arun Lakhotia, Davidson R. Boccardo, Anshuman Singh and Aleardo Manacero

Since Sharir and Pnueli, algorithms for context-sensitivity have been defined in terms of ‘valid’ paths in an interprocedural flow graph. ...

Context-sensitive analysis of obfuscated x86 executables

Partial Evaluation and Semantic-Based Program Manipulation (2010)

Arun Lakhotia, Davidson R. Boccardo, Anshuman Singh and Aleardo Manacero

Contribution to Book

Machine Learning Techniques in Exploring MicroRNA Gene Discovery, Targets, and ...

Bioinformatics in MicroRNA Research (2017)

Sumi Singh, Ryan G. Benton, Anurag Singh and Anshuman Singh

Zero-inflated Poisson (ZIP) distribution: parameter estimation and applications to model ...

Involve, A Journal of Mathematics (2014)

Sadie Beckett, Joshua Jee, Thapelo Ncube, Sophia Pompilus, et al.