Adversarial Co-Evolution of Malware and Detection Models: A Bilevel Optimization Perspective

Machine learning-based malware detectors are increasingly vulnerable to adversarial examples. Traditional defenses, such as one-shot adversarial training, often fail against adaptive attackers who use reinforcement learning to bypass detection. This paper proposes a robust defense framework based...

OpenClaw 安全漏洞

OpenClaw is an open-source intelligent artificial assistant developed by OpenClaw. Versions of OpenClaw prior to 2026.3.31 contained security vulnerabilities. These vulnerabilities stemmed from a bypass vulnerability in the webhook signature processing mechanism. The vulnerability allowed attacke...

CVE-2026-40937

RustFS is a distributed object storage system built in Rust. Prior to 1.0.0-alpha.94, all four notification target admin API endpoints in rustfs/src/admin/handlers/event.rs use a checkpermissions helper that validates authentication only access key + session token, without performing any...

CVE-2026-40937

RustFS is a distributed object storage system built in Rust. Prior to 1.0.0-alpha.94, all four notification target admin API endpoints in rustfs/src/admin/handlers/event.rs use a checkpermissions helper that validates authentication only access key + session token, without performing any...

CVE-2026-40937 RustFS missing admin authorization on notification target endpoints, which allows unauthenticated configuration of event webhooks

RustFS is a distributed object storage system built in Rust. Prior to 1.0.0-alpha.94, all four notification target admin API endpoints in rustfs/src/admin/handlers/event.rs use a checkpermissions helper that validates authentication only access key + session token, without performing any...

GHSA-PFCQ-4GJR-6GJM RustFS: Missing admin authorization on notification target endpoints allows unauthenticated configuration of event webhooks

Missing Admin Auth on Notification Target Endpoints in RustFS Finding Summary All four notification target admin API endpoints in rustfs/src/admin/handlers/event.rs use a checkpermissions helper that validates authentication only access key + session token, without performing any admin-action...

CVE-2026-35366

The printenv utility in uutils coreutils fails to display environment variables containing invalid UTF-8 byte sequences. While POSIX permits arbitrary bytes in environment strings, the uutils implementation silently skips these entries rather than printing the raw bytes. This vulnerability allows...

CVE-2026-35366

The printenv utility in uutils coreutils fails to display environment variables containing invalid UTF-8 byte sequences. While POSIX permits arbitrary bytes in environment strings, the uutils implementation silently skips these entries rather than printing the raw bytes. This vulnerability allows...

CVE-2026-35366 uutils coreutils printenv Security Inspection Bypass via UTF-8 Enforcement

The printenv utility in uutils coreutils fails to display environment variables containing invalid UTF-8 byte sequences. While POSIX permits arbitrary bytes in environment strings, the uutils implementation silently skips these entries rather than printing the raw bytes. This vulnerability allows...

CVE-2026-35366

The CVE-2026-35366 entry concerns the printenv utility in uutils coreutils. Affected component: printenv reads environment strings and, when variables contain invalid UTF-8 byte sequences, uutils’ implementation silently skips printing them instead of showing the raw bytes. This can allow malicio...

Towards Certified Malware Detection: Provable Guarantees against Evasion Attacks

Machine learning-based static malware detectors remain vulnerable to adversarial evasion techniques, such as metamorphic engine mutations. To address this vulnerability, we propose a certifiably robust malware detection framework based on randomized smoothing through feature ablation and targeted...

rustfs 安全漏洞

RustFS is a high-performance object storage system developed by RustFS. Versions of RustFS prior to 1.0.0-alpha.94 contained security vulnerabilities. These vulnerabilities stemmed from a lack of authorization checks for administrator operations at the event notification target management API...

uutils coreutils 代码问题漏洞

uutils coreutils is a cross-platform core command-line tool set developed by Uutils. There is a code vulnerability in uutils coreutils, which arises from the inability of printenv to display environment variables that contain invalid UTF-8 byte sequences. This could allow malicious environment...

Grinex crypto exchange shuts down, blames Western agencies for $13.7M breach

Grinex exchange collapses after $13.7M breach, blames Western spies as Chainalysis flags possible exit scam and sanctions evasion network links claims...

FreeBSD : zeek -- potential DoS vulnerabilities (0d8b1126-0864-4934-b63f-c713526ead32)

The version of FreeBSD installed on the remote host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the 0d8b1126-0864-4934-b63f-c713526ead32 advisory. Tim Wojtulewicz of Corelight reports: A series of DNS messages containing long DNS compression chains c...

zeek -- potential DoS vulnerabilities

Tim Wojtulewicz of Corelight reports: A series of DNS messages containing long DNS compression chains can cause Zeek to spend a long time processing packets and potentially crash. Due to the fact that these packets can be received from remote hosts, this is a DoS risk. A specially-crafted LDAP...

CVE-2026-5713

The "profiling.sampling" module Python 3.15+ and "asyncio introspection capabilities" 3.14+, "python -m asyncio ps" and "python -m asyncio pstree" features could be used to read and write addresses in a privileged process if that process connected to a malicious or "infected" Python process via t...

Omnistealer uses the blockchain to steal everything it can

A new infostealer dubbed Omnistealer is turning the blockchain into a permanent malware hosting platform, which is bad news for both companies and everyday users. It’s pretty common for malware to store its payload on a public platform, ideally one that adds some trustworthiness to the download...

CVE-2026-0232 Cortex XDR Agent: Local Administrator can disable the agent on Windows

A problem with a protection mechanism in the Palo Alto Networks Cortex XDR agent on Windows allows a local Windows administrator to disable the agent. This issue may be leveraged by malware to perform malicious activity without detection...

Your Agent Is Mine: Measuring Malicious Intermediary Attacks on the LLM Supply Chain

Large language model LLM agents increasingly rely on third-party API routers to dispatch tool-calling requests across multiple upstream providers. These routers operate as application-layer proxies with full plaintext access to every in-flight JSON payload, yet no provider enforces cryptographic...