SoK: Modeling Explainability in Security Analytics for Interpretability,
Trustworthiness, and Usability

v1v2 (latest)

SoK: Modeling Explainability in Security Analytics for Interpretability, Trustworthiness, and Usability

ARES (ARES), 2022

31 October 2022

Dipkamal Bhusal

Ajay Ashok Shewale

M. K. Veerabhadran

Michael Clifford

Nidhi Rastogi

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Papers citing "SoK: Modeling Explainability in Security Analytics for Interpretability, Trustworthiness, and Usability"

9 / 9 papers shown

Title
FACE: Faithful Automatic Concept Extraction Dipkamal Bhusal Michael Clifford Sara Rampazzi Nidhi Rastogi CVBM 92 1 0 13 Oct 2025
Concept-Based Masking: A Patch-Agnostic Defense Against Adversarial Patch Attacks Ayushi Mehrotra Derek Peng Dipkamal Bhusal Nidhi Rastogi AAML 81 0 0 05 Oct 2025
Smaller is Better: Enhancing Transparency in Vehicle AI Systems via Pruning Sanish Suwal Shaurya Garg Dipkamal Bhusal Michael Clifford Nidhi Rastogi AAML 86 1 0 24 Sep 2025
Do Sparse Subnetworks Exhibit Cognitively Aligned Attention? Effects of Pruning on Saliency Map Fidelity, Sparsity, and Concept Coherence Sanish Suwal Dipkamal Bhusal Michael Clifford Nidhi Rastogi 168 1 0 23 Sep 2025
ConCap: Practical Network Traffic Generation for Flow-based Intrusion Detection Systems Miel Verkerken Laurens D'hooge B. Volckaert F. Turck Giovanni Apruzzese 109 0 0 19 Sep 2025
PASA: Attack Agnostic Unsupervised Adversarial Detection using Prediction & Attribution Sensitivity Analysis Dipkamal Bhusal Md Tanvirul Alam M. K. Veerabhadran Michael Clifford Sara Rampazzi Nidhi Rastogi AAML 178 5 0 12 Apr 2024
Adversarial Patterns: Building Robust Android Malware ClassifiersACM Computing Surveys (ACM CSUR), 2022 Dipkamal Bhusal Nidhi Rastogi AAML 251 4 0 04 Mar 2022
Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest Radiographs Dipkamal Bhusal S. Panday 122 9 0 08 Feb 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.8K 19,183 0 16 Feb 2016