Skip to content
Log in
Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Umesh Balami

h-index 0 View on Semantic Scholar

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Review Open access Oct 2026

Review on Malware Detection and Classification Using Machine Learning and Deep Learning Techniques

Malicious software (malware) is increasing at an alarming rate, and modern malware routinely uses obfuscation techniques to evade detection, making reliable identification an open problem in cybersecurity. Signature- and heuristic-based approaches remain fast and effective against known malware but fail against unknown...

Umesh Balami, Bhoj Raj Ghimire · 0 citations
Open access Aug 2026

Machine Learning-Based Malware Detection: A Comparative Study of Random Forest, Decision Tree, KNN, and Linear SVM

Random Forest achieves the highest performance with a test accuracy of 96.3%, F1-score of 0.947, and AUC of 0.993, establishing it as the optimal algorithm for static malware detection tasks and establishing it as the optimal algorithm for static malware detection tasks.

Umesh Balami, Ganesh Gautam, Gajendra Sharma · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.