Characterizing Security Effects of OSS Vulnerabilities in Agent Systems

Software agents increasingly depend on open-source components when executing tools and interacting with external systems. Security flaws in these dependencies may therefore influence more than the software process in which they occur: their consequences can be carried through tool outputs, agent...

revera

Revera npmパッケージの信用スコア。 Reveraは、npm installを実行する前にパッケージをインストールする価値があるかどうかの判断を支援します。パッケージ品質、メンテナンス、セキュリティ、エコシステムの健全性、パブリッシャーの信頼性を分析し、依存関係グラフ全体にリスクを推移的に伝播させて、説明可能なベイズ流のレピュテーションレポートを生成します。 デモ reveraがパッケージをリアルタイムで検査・解説する様子をご覧ください。 クイックスタート インストール不要ですぐにreveraを実行： npx revera check react 例...

Certified Mechanistic Edits: Behavioral Guarantees for Skill Removal and Preservation

Mechanistic edits ablations, weight edits, activation steering are the standard tools for unlearning a harmful capability from a neural network while preserving useful ones. Current approaches validate their effects only by testing, which can never cover an entire continuous region of inputs. Pri...

Rocky Linux 8 [CIQ] Security Update: aardvark-dns / buildah / buildah-debuginfo / buildah-debugsource / etc Multiple Vulnerabilities (crlsa-2024_8846)

The Rocky Linux 8 host has packages installed that are affected by multiple vulnerabilities as referenced in the CIQ crlsa-20248846 advisory. Podman: Buildah: cri-o: FIPS Crypto-Policy Directory Mounting Issue in containers/common Go Library CVE-2024-9341 Buildah: Podman: Improper Input Validatio...

AlmaLinux 9.2 [TuxCare] Security Update: buildah / buildah-tests (ALMALINUX9.2:CLSA-2025:1756932191)

The AlmaLinux 9.2 host has packages installed that are affected by a vulnerability as referenced in the TuxCare ALMALINUX9.2:CLSA-2025:1756932191 advisory. - A vulnerability exists in the bind-propagation option of the Dockerfile RUN --mount instruction. The system does not properly validate the...

Rocky Linux 10.2 [CIQ] Security Update: image-builder / image-builder-debuginfo / image-builder-debugsource Multiple Vulnerabilities (crlsa-2026_67139)

The Rocky Linux 10.2 host has packages installed that are affected by multiple vulnerabilities as referenced in the CIQ crlsa-202667139 advisory. golang.org/x/net/html: golang: golang.org/x/net/html: Cross-Site Scripting via HTML parsing bypass CVE-2026-27136 golang.org/x/net/html:...

CLEANSTART-2024-AV70619 vulnerability exists in the bind-propagation option of the Dockerfile RUN --mount instruction

Security vulnerability affects the buildah package. A vulnerability exists in the bind-propagation option of the Dockerfile RUN --mount instruction...

Share-Borne AI Virus: Memory-Hopping Attacks across LLM Agents

Large language models are increasingly deployed as stateful assistants that retain information across interactions and use tools to read, modify, and create persistent artifacts. As these artifacts are shared between users, they form an indirect communication channel between otherwise independent...

DecoyTrace: Toxic Decoys for Active Defense in Decentralized Federated Learning

Decentralized Federated Learning DFL eliminates the central aggregation server, reducing the single point of observation that traditional defenses against attacks rely on. As a result, peer-to-peer networks become exposed to malicious updates containing backdoors or semantic poisoning, since such...

CVE-2026-100653 vLLM 0.22.1 before 0.28.0 Incomplete Artifact Pin Propagation

vLLM is an inference and serving engine for large language models. In versions from 0.22.1 through 0.28.0, the operator-supplied model revision pin --revision / --code-revision is not propagated to several Hugging Face artifact loads for the FunAudioChat and Tarsier2 architectures: the...

CVE-2026-100653 vLLM 0.22.1 before 0.28.0 Incomplete Artifact Pin Propagation

vLLM is an inference and serving engine for large language models. In versions from 0.22.1 through 0.28.0, the operator-supplied model revision pin --revision / --code-revision is not propagated to several Hugging Face artifact loads for the FunAudioChat and Tarsier2 architectures: the...

CVE-2026-100653 vLLM 0.22.1 before 0.28.0 Incomplete Artifact Pin Propagation

vLLM is an inference and serving engine for large language models. In versions from 0.22.1 through 0.28.0, the operator-supplied model revision pin --revision / --code-revision is not propagated to several Hugging Face artifact loads for the FunAudioChat and Tarsier2 architectures: the...

CVE-2026-100544

openclaw's @openclaw/voice-call package before 2026.8.1 launches the configured agent for classic inbound voice calls without propagating the caller's identity or non-owner status. As a result, owner-only tool filtering can fail open and expose the agent's normal tool authority to a remote caller...

SUSE CVE-2026-98132

In the Linux kernel, the following vulnerability has been resolved: bpf: don't downgrade half-dead scalar zero spills to STACKZERO states.c:cleanfuncstate can downgrade scalar zero spill to STACKZERO in the following case: u64 r10 - 8 = 0; ... checkpoint ... r1 = u32 r10 - 4; ... no reads from...

DEBIAN-CVE-2026-98132

In the Linux kernel, the following vulnerability has been resolved: bpf: don't downgrade half-dead scalar zero spills to STACKZERO states.c:cleanfuncstate can downgrade scalar zero spill to STACKZERO in the following case: u64 r10 - 8 = 0; ... checkpoint ... r1 = u32 r10 - 4; ... no reads from...

CVE-2026-98132

In the Linux kernel, the following vulnerability has been resolved: bpf: don't downgrade half-dead scalar zero spills to STACKZERO states.c:cleanfuncstate can downgrade scalar zero spill to STACKZERO in the following case: u64 r10 - 8 = 0; ... checkpoint ... r1 = u32 r10 - 4; ... no reads from...

CVE-2026-98084

In the Linux kernel, the following vulnerability has been resolved: bpf: backtracking shouldn't clear outer frame R1-R5 for callbacks When processing calls to bpfloop verifier marks R1 and R4 as precise. R1 tracks loop iterations number and because of the 'callbackdepth R1' mechanics in...

AZL-104294 CVE-2026-98084 affecting package kernel 6.6.157.1-1

In the Linux kernel, the following vulnerability has been resolved: bpf: backtracking shouldn't clear outer frame R1-R5 for callbacks When processing calls to bpfloop verifier marks R1 and R4 as precise. R1 tracks loop iterations number and because of the 'callbackdepth R1' mechanics in...

DEBIAN-CVE-2026-97588

In the Linux kernel, the following vulnerability has been resolved: s390/crypto: Map EBUSY to EIO when key conversion fails repeatedly When hardware persistently returns -EBUSY after exhausting retries, the error propagates to cryptofinalizerequest. The crypto API's completion wrapper treats -EBU...

UBUNTU-CVE-2026-98132

In the Linux kernel, the following vulnerability has been resolved: bpf: don't downgrade half-dead scalar zero spills to STACKZERO states.c:cleanfuncstate can downgrade scalar zero spill to STACKZERO in the following case: u64 r10 - 8 = 0; ... checkpoint ... r1 = u32 r10 - 4; ... no reads from...