xtride

XTRIDE: N-gram-based Practical Type Recovery Introduction We present XTRIDE, an improved n-gram-based cf. STRIDE approach on type recovery for binaries that focuses on practicality: highly optimized throughput and actionable confidence scores allow for deployment in automated pipelines. When...

reverse-SynthID-text

SynthID Watermark Reverse Engineering Overview This directory contains tools for analyzing and removing SynthID watermarks from AI-generated text. The watermark was developed by Google DeepMind and published in Nature 2024. How SynthID Works Watermarking Process 1. N-gram Context : For each token...

kbd-audio

kbd-audio これは、オーディオデータのキャプチャと分析のためのコマンドラインツールおよびGUIツールのコレクションです。 Keytap 最も興味深いツールは keytap です。これは、コンピュータのマイクからキャプチャしたオーディオを解析するだけで、押されたキーボードのキーを推測できます。 詳細はこちらのブログ投稿をチェックしてください： Keytap: 説明といくつかの所感 ビデオ: Keytapの動作デモ オンラインで試す： Keytap2 keytap2...

MalVis: a Large-Scale Image-Based Framework and Dataset for Advancing Android Malware Classification

As technology advances, Android malware continues to pose significant threats to devices and sensitive data. The open-source nature of the Android OS and the availability of its SDK contribute to this rapid growth. Traditional malware detection techniques, such as signature-based, static, and...

OpCode-Based Malware Classification Using Machine Learning and Deep Learning Techniques

This technical report presents a comprehensive analysis of malware classification using OpCode sequences. Two distinct approaches are evaluated: traditional machine learning using n-gram analysis with Support Vector Machine SVM, K-Nearest Neighbors KNN, and Decision Tree classifiers; and a deep...