Project-Onyx

프로젝트 오닉스 AI 텔레메트리 스푸핑 및 WASM 샌드박싱을 통한 고급 EDR 우회. 프로젝트 오닉스는 최신 EDR 시스템에 대한 고급 우회 기술을 시연하기 위해 설계된 PoC 레드 팀 파이프라인입니다. 전통적인 시그니처 기반 난독화에서 벗어나 행동적 위장behavioral camouflage과 엄격한 환경 키잉environmental keying을 지향합니다. 이 프로젝트는 비전통적인 다중 계층 실행 파이프라인을 연구하는 개념 증명 레드 팀 연구입니다. 아키텍처는 다섯 가지 뚜렷한 기술을 연결합니다: AI 텔레메트리 위장,...

PROMPTPurify

promptpurify LLMチャットアプリ向けの超軽量プロンプトインジェクションファイアウォール。約14MB。CPUのみ。 ユーザー入力とLLMの間にそのまま差し込めるガード——同じマシン上で動作し、 GPU不要、API不要、追加サービス不要。 SecureLayer7 レッドチームが開発。多くの OSSガードレールは数百MB級でGPUを要求し、それでも本番で見られる攻撃を 見逃します。私たちは自社のAI製品や顧客のアプリにそのまま組み込める、 そういった依存の一切ないものを必要としていました。 これが存在する理由 OSSベースラインとのベンチマーク比較 →...

Cawdog

CAWODOG – Pythonベース産業用AI向けIP保護PoC CAWODOG （Cat World Dominance Group）は、オフラインの産業用マシンに展開されるPythonベースのAIモデルを保護する ための、遊び心がありつつも現実的な概念実証です。 核となるアイデア: 犬（CAWODOGの「敵」）を検出する小さな画像分類器を用意し、シンプルなアプリでラップし、その後IP窃盗に対して展開を段階的に強化 していくことです。 このPoCは、内部ホワイトペーパーの付属資料として設計されています： オフライン産業用AI展開におけるPython IPの強化 目標...

CVE-2026-49114

A flaw was found in ONNX. The saveexternaldata function is vulnerable to symlink following and path traversal. A local attacker with write access to a directory where a victim serializes external data can exploit this by pre-planting a symlink. This allows the attacker to cause the victim's write...

CVE-2026-63632

A flaw was found in Open Neural Network Exchange ONNX. An out-of-bounds read can occur in the onnx.versionconverter.convertversion function when processing Gemm nodes with input tensors having fewer than two dimensions. This vulnerability, caused by a lack of rank checking, could allow an attacke...

EUVD-2026-66822

A local attacker on a multi-user host can pre-create the deterministic cache path and plant a malicious ONNX model file. Spring AI 2.0.0 Spring AI 1.1.0 - 1.1.8 Spring AI 1.0.0 - 1.0.9...

CVE-2026-47852

A local attacker on a multi-user host can pre-create the deterministic cache path and plant a malicious ONNX model file. Spring AI 2.0.0 Spring AI 1.1.0 - 1.1.8 Spring AI 1.0.0 - 1.0.9...

CVE-2026-47852 Predictable cache directory location allows local ONNX model substitution in Spring AI

A local attacker on a multi-user host can pre-create the deterministic cache path and plant a malicious ONNX model file. Spring AI 2.0.0 Spring AI 1.1.0 - 1.1.8 Spring AI 1.0.0 - 1.0.9...

CVE-2026-47852

CVE-2026-47852 affects Spring AI (versions 1.0.0–1.0.9 , 1.1.0–1.1.8 , and 2.0.0 ). A local attacker on a multi-user host can exploit a predictable (deterministic) cache directory path by pre-creating it and planting a malicious ONNX model file , leading to integrity impact as rated by the vendor...

CVE-2026-47852 Predictable cache directory location allows local ONNX model substitution in Spring AI

A local attacker on a multi-user host can pre-create the deterministic cache path and plant a malicious ONNX model file. Spring AI 2.0.0 Spring AI 1.1.0 - 1.1.8 Spring AI 1.0.0 - 1.0.9...

PT-2026-82350

A local attacker on a multi-user host can pre-create the deterministic cache path and plant a malicious ONNX model file. Spring AI 2.0.0 Spring AI 1.1.0 - 1.1.8 Spring AI 1.0.0 - 1.0.9...

Linux Distros Unpatched Vulnerability : CVE-2026-49114

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - In ONNX before 1.21.0, the 'saveexternaldata' function builds the external-data file path from the model's externaldata location field and opens it for writing...

CVE-2026-49114

In ONNX before 1.21.0, the 'saveexternaldata' function builds the external-data file path from the model's externaldata location field and opens it for writing without 'ONOFOLLOW/OEXCL', after a non-atomic 'os.path.isfile' check. A local attacker with write access to the directory where a victim...

UBUNTU-CVE-2026-49114

In ONNX before 1.21.0, the 'saveexternaldata' function builds the external-data file path from the model's externaldata location field and opens it for writing without 'ONOFOLLOW/OEXCL', after a non-atomic 'os.path.isfile' check. A local attacker with write access to the directory where a victim...

CVE-2026-49114

In ONNX before 1.21.0, the 'saveexternaldata' function builds the external-data file path from the model's externaldata location field and opens it for writing without 'ONOFOLLOW/OEXCL', after a non-atomic 'os.path.isfile' check. A local attacker with write access to the directory where a victim...

CVE-2026-49114 ONNX symlink-following and path-traversal arbitrary file write

In ONNX before 1.21.0, the 'saveexternaldata' function builds the external-data file path from the model's externaldata location field and opens it for writing without 'ONOFOLLOW/OEXCL', after a non-atomic 'os.path.isfile' check. A local attacker with write access to the directory where a victim...

EUVD-2026-63995

In ONNX before 1.21.0, the 'saveexternaldata' function builds the external-data file path from the model's externaldata location field and opens it for writing without 'ONOFOLLOW/OEXCL', after a non-atomic 'os.path.isfile' check. A local attacker with write access to the directory where a victim...

CVE-2026-49114

ONNX before 1.21.0 is vulnerable to a symlink-following arbitrary file write in the save_external_data function. The function constructs the output path from the model's external_data location field and opens it for writing without O_NOFOLLOW/O_EXCL, relying on a non-atomic os.path.isfile() check...

CVE-2026-49114 ONNX symlink-following and path-traversal arbitrary file write

In ONNX before 1.21.0, the 'saveexternaldata' function builds the external-data file path from the model's externaldata location field and opens it for writing without 'ONOFOLLOW/OEXCL', after a non-atomic 'os.path.isfile' check. A local attacker with write access to the directory where a victim...

CVE-2026-49114

In ONNX before 1.21.0, the 'saveexternaldata' function builds the external-data file path from the model's externaldata location field and opens it for writing without 'ONOFOLLOW/OEXCL', after a non-atomic 'os.path.isfile' check. A local attacker with write access to the directory where a victim...