S
Santanu Kumar Dash
Researcher at VNR Vignana Jyothi Institute of Engineering and Technology
Publications - 56
Citations - 1095
Santanu Kumar Dash is an academic researcher from VNR Vignana Jyothi Institute of Engineering and Technology. The author has contributed to research in topics: Harmonics & Control theory. The author has an hindex of 11, co-authored 52 publications receiving 724 citations. Previous affiliations of Santanu Kumar Dash include University of Hertfordshire & Royal Holloway, University of London.
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Proceedings Article
Transcend: Detecting Concept Drift in Malware Classification Models
Roberto Jordaney,Kumar Sharad,Santanu Kumar Dash,Zhi Wang,Davide Papini,Ilia Nouretdinov,Lorenzo Cavallaro +6 more
TL;DR: This work proposes Transcend, a framework to identify aging classification models in vivo during deployment, much before the machine learning model’s performance starts to degrade, a significant departure from conventional approaches that retrain aging models retrospectively when poor performance is observed.
Proceedings ArticleDOI
DroidSieve: Fast and Accurate Classification of Obfuscated Android Malware
Guillermo Suarez-Tangil,Santanu Kumar Dash,Mansour Ahmadi,Johannes Kinder,Giorgio Giacinto,Lorenzo Cavallaro +5 more
TL;DR: DroidSieve is proposed, an Android malware classifier based on static analysis that is fast, accurate, and resilient to obfuscation, and exploits obfuscation-invariant features and artifacts introduced by obfuscation mechanisms used in malware.
Proceedings ArticleDOI
DroidScribe: Classifying Android Malware Based on Runtime Behavior
Santanu Kumar Dash,Guillermo Suarez-Tangil,Salahuddin J. Khan,Kimberly Tam,Mansour Ahmadi,Johannes Kinder,Lorenzo Cavallaro +6 more
TL;DR: A novel classification method is introduced that fuses Support Vector Machines with Conformal Prediction to generate high-accuracy prediction sets where the information is insufficient to pinpoint a single family of Android malware samples.
Proceedings ArticleDOI
Euphony: harmonious unification of cacophonous anti-virus vendor labels for Android malware
Médéric Hurier,Guillermo Suarez-Tangil,Santanu Kumar Dash,Tegawendé F. Bissyandé,Yves Le Traon,Jacques Klein,Lorenzo Cavallaro +6 more
TL;DR: This paper analyzes the associations between all labels given by different vendors and proposes a system called EUPHONY to systematically unify common samples into family groups and shows that EUPHony provides competitive performance against the state-of-the-art.
Journal ArticleDOI
Power quality improvement utilizing PV fed unified power quality conditioner based on UV-PI and PR-R controller
TL;DR: A novel online tunings method for PI control gains is adopted in the controllers of series and shunt converters of PV-UPQC for power quality enhancement and the experimental results verify that implementation of JAYA based auto tuning PI controller increases the adaptivity of solar power conditioner system towards various dynamic conditions.