681 citations · 771 across the 23 of their papers we have counts for
4 papers · 1 filter
Nosy Layers, Noisy Fixes: Tackling DRAs in Federated Learning Systems using Explainable AI
Meghali Nandi, Arash Shaghaghi, Nazatul Haque Sultan +3
Federated Learning (FL) has emerged as a powerful paradigm for collaborative model training while keeping client data decentralized and private. However, it is vulnerable to Data R…
SoK: Decoding the Enigma of Encrypted Network Traffic Classifiers
Nimesha Wickramasinghe, Arash Shaghaghi, Gene Tsudik +1
The adoption of modern encryption protocols such as TLS 1.3 has significantly challenged traditional network traffic classification (NTC) methods. As a consequence, researchers are…
Beyond Life: A Digital Will Solution for Posthumous Data Management
Xinzhang Chen, Arash Shaghaghi, Jesse Laeuchli +1
In the digital era, managing posthumous data presents a growing challenge, with current technical solutions often falling short in practicality. Existing tools are typically closed…
Predicting IoT Device Vulnerability Fix Times with Survival and Failure Time Models
Carlos A Rivera A, Xinzhang Chen, Arash Shaghaghi +2
The rapid integration of Internet of Things (IoT) devices into enterprise environments presents significant security challenges. Many IoT devices are released to the market with mi…