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19stevejobs88's Projects

bootstrap icon bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

cloak-www-21 icon cloak-www-21

Code for the WWW21 paper "Not All Features Are Equal: Discovering Essential Features for Preserving Prediction Privacy"

fia icon fia

code for "Feature Importance-aware Transferable Adversarial Attacks"

lowprofool icon lowprofool

Repository of the paper "Imperceptible Adversarial Attacks on Tabular Data" presented at NeurIPS 2019 Workshop on Robust AI in Financial Services (Robust AI in FS 2019)

ml-projects icon ml-projects

Basic Machine learning projects and assignments done by me.

mlmethods icon mlmethods

Implementations of various feature selection methods

mrmr icon mrmr

mRMR (minimum-Redundancy-Maximum-Relevance) for feature selection.

pertmap icon pertmap

Python code for perturbation-based saliency map

saliency icon saliency

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

tracker-radar icon tracker-radar

Data set of top third party web domains with rich metadata about them

trades icon trades

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

unsw_nb15 icon unsw_nb15

Feature coded UNSW_NB15 intrusion detection data.

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