19 citations · 22 across the 3 of their papers we have counts for
3 papers
PRIME: A few primitives can boost robustness to common corruptions
Apostolos Modas, Rahul Rade, Guillermo Ortiz-Jiménez +2
Despite their impressive performance on image classification tasks, deep networks have a hard time generalizing to unforeseen corruptions of their data. To fix this vulnerability,…
This Looks Like That... Does it? Shortcomings of Latent Space Prototype Interpretability in Deep Networks
Adrian Hoffmann, Claudio Fanconi, Rahul Rade +1
Deep neural networks that yield human interpretable decisions by architectural design have lately become an increasingly popular alternative to post hoc interpretation of tradition…
Attacker Behaviour Profiling using Stochastic Ensemble of Hidden Markov Models
Soham Deshmukh, Rahul Rade, Faruk Kazi
Cyber threat intelligence is one of the emerging areas of focus in information security. Much of the recent work has focused on rule-based methods and detection of network attacks…