IEEE

Enabling Communication-efficient and Robust Federated Learning over Packet Lossy Networks via Random Interleaved Vector Quantization

In packet erasure networks, federated learning (FL) typically suffers more prohibitive communication overhead from massive retransmissions of high-dimensional gradients. As a result, recent studies ...

FortiBleed campaign used custom FortiGate sniffer to steal credentials

Security firm SOCRadar says the large-scale FortiBleed campaign targeting Fortinet FortiGate devices used custom sniffers to ...
GitHub

Network Packet Sniffer & Analyzer

A production-grade network packet sniffer and security analyzer that captures live traffic, inspects packet-level details, detects malicious activity, and presents real-time analytics through a modern ...
GitHub

train_network_README-ja.md

train_network.py では --network_module オプションに、学習対象のモジュール名を指定します。 LoRAに対応するのは network.lora となりますので、それを指定してください。 なお学習率は通常のDreamBoothやfine tuningよりも高めの、 1e-4 ～ 1e-3 程度を指定するとよいようです。
IEEE

Investigation of Data Interception and its Vulnerabilities in HTTP and HTTPS networks through Packet Sniffers

Abstract: Packet analysis is a decisive process in the field of networks and cybersecurity. It is indispensable to maintain the reliability, security and performance of computer networks. Packet ...