magika

Magika Magikaは、最新のディープラーニング技術を活用した新感覚のAI搭載ファイルタイプ検出ツールです。数MB程度の軽量で高度に最適化されたカスタムモデルを採用し、シングルCPUでも数ミリ秒で正確なファイル識別を実現します。Magikaは～100Mサンプル、200以上のコンテンツタイプ（バイナリ形式とテキスト形式の両方を含む）のデータセットで学習・評価されており、テストセットで平均～99%の精度を達成しています。 以下はMagikaのコマンドライン出力の例です： Magikaは大規模に活用され、Gmail、Drive、Safe...

Evaluating the Robustness of a Production Malware Detection System to Transferable Adversarial Attacks

As deep learning models become widely deployed as components within larger production systems, their individual shortcomings can create system-level vulnerabilities with real-world impact. This paper studies how adversarial attacks targeting an ML component can degrade or bypass an entire...

Malicious code in magika-website (npm)

--- -= Per source details. Do not edit below this line.=-...

MAL-2025-848 Malicious code in magika-website (npm)

--- -= Per source details. Do not edit below this line.=-...

Google Open Sources Magika: AI-Powered File Identification Tool

Google has announced that it's open-sourcing Magika, an artificial intelligence AI-powered tool to identify file types, to help defenders accurately detect binary and textual file types. "Magika outperforms conventional file identification methods providing an overall 30% accuracy boost and up to...

Apache Magicka Remote Code Execution Vulnerability

Apache and PHP remote command execution exploit that leverages php5-cgi. / Apache Magica by Kingcope / / gcc apache-magika.c -o apache-magika -lssl / / This is a code execution bug in the combination of Apache and PHP. On Debian and Ubuntu the vulnerability is present in the default install of th...