lexmark

Lexmark 打印机相关 这个仓库包含了我公开发布的所有与 Lexmark 打印机相关的工作。 你们中的大多数人可能是冲着固件解密工具来的；请查看 tools 文件夹。 exploit 文件夹包含了我开发的一个（在当时属于）0day 漏洞利用，它似乎影响了超过 100 种不同的 Lexmark 打印机型号。这个漏洞利用最初是为 Pwn2Own Toronto 2022 开发的，并在实际比赛期间神奇地失败了。ZDI 无论如何都提出要以一个可笑的金额购买这些漏洞，而我很快就忘了他们的报价。 和往常一样：所有内容均按原样分发，不要期待支持/更新。 尽情享用！ -- blasty...

llm-council-vapt

LLM Council — VAPT 취약점 발견 검증 클라이언트에게 전달되기 전에 침투 테스트 결과취약점 발견를 검증하는 블라인드 피어 리뷰 파이프라인입니다. 독립적인 전문가 관점렌즈이 결과를 평가하고, 서로 블라인드 리뷰를 수행하며, 의장Chairman이 하나의 검증된 평결을 종합합니다. 보고할 가치가 있는지, 심각도가 적절히 조정되었는지 여부를 판단합니다. 두 가지 실행 방식:...

CVE-2026-54076

ArcadeDB is a Multi-Model DBMS. Prior to 26.6.1, the fix for CVE-2026-44221 added an UPDATESCHEMA authorization check only to LocalDocumentType.createProperty, while the remaining public schema mutators in engine/src/main/java/com/arcadedb/schema/LocalDocumentType.java and...

CVE-2026-54076 ArcadeDB: Read-only users can mutate database schema (incomplete fix of CVE-2026-44221)

ArcadeDB is a Multi-Model DBMS. Prior to 26.6.1, the fix for CVE-2026-44221 added an UPDATESCHEMA authorization check only to LocalDocumentType.createProperty, while the remaining public schema mutators in engine/src/main/java/com/arcadedb/schema/LocalDocumentType.java and...

Johnny Still Receives Spam SMS: Assessing the Robustness of SMS Spam Detection

SMS spam detection systems often achieve high accuracy in controlled environments but struggle against adversarial attacks and increasingly sophisticated spam tactics in real-world deployments. In this paper, we evaluate the robustness of SMS anti-spam systems that end users actually rely on,...

onyx-agent

Onyx Agent v68 Multi-LLM agent framework for security testing...

[SECURITY] Fedora 43 Update: goose-1.36.0-1.fc43

Goose is your on-machine AI agent, capable of automating complex development tasks from start to finish. More than just code suggestions, goose can build entire projects from scratch, write and execute code, debug failures, orchestrate workflows, and interact with external APIs - autonomously...

[SECURITY] Fedora 44 Update: goose-1.36.0-1.fc44

Goose is your on-machine AI agent, capable of automating complex development tasks from start to finish. More than just code suggestions, goose can build entire projects from scratch, write and execute code, debug failures, orchestrate workflows, and interact with external APIs - autonomously...

Beyond the benchmark: Advancing security at AI speed

In this article 1. From the lab into the pipeline 2. This month’s set of discoveries 3. Beyond the headline: What the engineering work taught us 4. Where we go next 5. Defense at AI speed 6. Learn more Every vulnerability has two clocks running. One belongs to the defender racing to find it; the...

Improving IoT Intrusion Detection through SMOTE-Based Oversampling and Extended Multi-Model Evaluation on Side-Channel Power Data

The detection of intrusions in IoT-based networks poses challenges that cannot be overcome using traditional machine learning methods. Perhaps the biggest of them is related to the presence of a class imbalance in the side-channel dataset, where the number of samples in the normal class compared ...

DarkLLM: Learning Language-Driven Adversarial Attacks with Large Language Models

While vision and multimodal foundation models underpin critical tasks from perception to complex reasoning, they remain highly vulnerable to adversarial attacks. However, traditional adversarial attacks are typically limited to single, predefined objectives, tightly coupling each attack to a...

Microsoft's MDASH AI System Finds 16 Windows Flaws Fixed in Patch Tuesday

Microsoft has unveiled a new multi-model artificial intelligence AI-driven system called MDASH to facilitate vulnerability discovery and remediation at scale, adding that it's being tested by some customers as part of a limited private preview. MDASH, short for m ulti-mod el a gentic s canning h...

[SECURITY] Fedora 44 Update: goose-1.23.2-8.fc44

Goose is your on-machine AI agent, capable of automating complex development tasks from start to finish. More than just code suggestions, goose can build entire projects from scratch, write and execute code, debug failures, orchestrate workflows, and interact with external APIs - autonomously...

[SECURITY] Fedora 43 Update: goose-1.23.2-7.fc43

Goose is your on-machine AI agent, capable of automating complex development tasks from start to finish. More than just code suggestions, goose can build entire projects from scratch, write and execute code, debug failures, orchestrate workflows, and interact with external APIs - autonomously...

PT-2026-22468

CVE-2024-62819 Nexus AI Chatbot A production-grade AI chatbot platform, forked from Vercel's Chat SDK and extended with multi-model support, document management, RAG search, and custom AI agents. Live https://t.co/yWk2xxjelG...

Cross-LLM Generalization of Behavioral Backdoor Detection in AI Agent Supply Chains

As AI agents become integral to enterprise workflows, their reliance on shared tool libraries and pre-trained components creates significant supply chain vulnerabilities. While previous work has demonstrated behavioral backdoor detection within individual LLM architectures, the critical question ...

graph-rag-poc

Graph RAG Pipeline - Proof of Concept A locally-executable Gr...

hermes-agent

Hermes Agent ☤ The self-improving AI agent b...

MAYA: Addressing Inconsistencies in Generative Password Guessing through a Unified Benchmark

Recent advances in generative models have led to their application in password guessing, with the aim of replicating the complexity, structure, and patterns of human-created passwords. Despite their potential, inconsistencies and inadequate evaluation methodologies in prior research have hindered...

Cross site scripting

Cross-site scripting vulnerability in Mitsubishi Electric consumer electronics products Air Conditioning, Wi-Fi Interface, Refrigerator, HEMS adapter, Remote control with Wi-Fi Interface, BATHROOM THERMO VENTILATOR, Rice cooker, Mitsubishi Electric HEMS control adapter, Energy Recovery Ventilator...