BeamClean: Language Aware Embedding Reconstruction

In this work, we consider an inversion attack on the obfuscated input embeddings sent to a language model on a server, where the adversary has no access to the language model or the obfuscation mechanism and sees only the obfuscated embeddings along with the model's embedding table. We propose...

Malicious code in freelabs (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 4807374c9df366a20bb6e33eb5a4c7c8e1790cd10db475eb23c7ffa799c2e7cd Once imported, the package scans the disk looking for Telegram Desktop files and exfiltrate them to a hardcoded remote target. --- Category: MALICIOUS - The...

MAL-2025-191734 Malicious code in freelabs (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 4807374c9df366a20bb6e33eb5a4c7c8e1790cd10db475eb23c7ffa799c2e7cd Once imported, the package scans the disk looking for Telegram Desktop files and exfiltrate them to a hardcoded remote target. --- Category: MALICIOUS - The...

GoLeash: Mitigating Golang Software Supply Chain Attacks with Runtime Policy Enforcement

Modern software supply chain attacks consist of introducing new, malicious capabilities into trusted third-party software components, in order to propagate to a victim through a package dependency chain. These attacks are especially concerning for the Go language ecosystem, which is extensively...

Understanding and Characterizing Obfuscated Funds Transfers in Ethereum Smart Contracts

Scam contracts on Ethereum have rapidly evolved alongside the rise of DeFi and NFT ecosystems, utilizing increasingly complex code obfuscation techniques to avoid early detection. This paper systematically investigates how obfuscation amplifies the financial risks of fraudulent contracts and...

ProxyPrompt: Securing System Prompts against Prompt Extraction Attacks

The integration of large language models LLMs into a wide range of applications has highlighted the critical role of well-crafted system prompts, which require extensive testing and domain expertise. These prompts enhance task performance but may also encode sensitive information and filtering...

Verifiably Forgotten? Gradient Differences Still Enable Data Reconstruction in Federated Unlearning

Federated Unlearning FU has emerged as a critical compliance mechanism for data privacy regulations, requiring unlearned clients to provide verifiable Proof of Federated Unlearning PoFU to auditors upon data removal requests. However, we uncover a significant privacy vulnerability: when gradient...

CVE-2025-3877

Rejected reason: This CVE was marked as fixed, but due to other code landing - was not actually fixed. It was subsequently fixed in CVE-2025-5986...

CVE-2025-3877

CVE-2025-3877 is rejected/not used; this entry does not represent an active vulnerability.

CVE-2025-24007

A vulnerability has been identified in SIRIUS 3RK3 Modular Safety System MSS All versions, SIRIUS Safety Relays 3SK2 All versions. Affected devices only provide weak password obfuscation. An attacker with network access could retrieve and de-obfuscate the safety password used for protection again...

CVE-2025-24007

A vulnerability has been identified in SIRIUS 3RK3 Modular Safety System MSS All versions, SIRIUS Safety Relays 3SK2 All versions. Affected devices only provide weak password obfuscation. An attacker with network access could retrieve and de-obfuscate the safety password used for protection again...

Siemens SIRIUS 3RK3 Modular Safety System和Siemens SIRIUS Safety Relays 3SK2 加密问题漏洞

Siemens SIRIUS 3RK3 Modular Safety System and Siemens SIRIUS Safety Relays 3SK2 are both products of Siemens, Germany.Siemens SIRIUS 3RK3 Modular Safety System is a modular Siemens SIRIUS Safety Relays 3SK2 is a safety relay. Siemens SIRIUS 3RK3 Modular Safety System and Siemens SIRIUS Safety...

SAP GUI 安全漏洞

SAP GUI is an application from SAP, a German company. graphical user interface for SAP systems. A security vulnerability exists in SAP GUI that stems from the use of an insecure obfuscation algorithm to store credentials, which could lead to information disclosure...

Cryptography without Long-Term Quantum Memory and Global Entanglement: Classical Setups for One-Time Programs, Copy Protection, and Stateful Obfuscation

We show how oracles which only allow for classical query access can be used to construct a variety of quantum cryptographic primitives which do not require long-term quantum memory or global entanglement. Specifically, if a quantum party can execute a semi-quantum token scheme Shmueli 2022 with...

MAL-2025-191785 Malicious code in matlab-cli (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 ff0a277d45885a5c1a26f027495e73b5e0aa8b49c7ee3eeafd06cc14e6e8f754 Importing the module starts a reverse shell --- Category: MALICIOUS - The campaign has clearly malicious intent, like infostealers. Campaign: 2025-05-matlab-cl...

Malicious code in matlab-cli (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 ff0a277d45885a5c1a26f027495e73b5e0aa8b49c7ee3eeafd06cc14e6e8f754 Importing the module starts a reverse shell --- Category: MALICIOUS - The campaign has clearly malicious intent, like infostealers. Campaign: 2025-05-matlab-cl...

Dynamic Graph-Based Fingerprinting of In-Browser Cryptomining

The decentralized and unregulated nature of cryptocurrencies, combined with their monetary value, has made them a vehicle for various illicit activities. One such activity is cryptojacking, an attack that uses stolen computing resources to mine cryptocurrencies without consent for profit...

MintsLoader Drops GhostWeaver via Phishing, ClickFix — Uses DGA, TLS for Stealth Attacks

The malware loader known as MintsLoader has been used to deliver a PowerShell-based remote access trojan called GhostWeaver. "MintsLoader operates through a multi-stage infection chain involving obfuscated JavaScript and PowerShell scripts," Recorded Future's Insikt Group said in a report shared...

MAL-2025-191752 Malicious code in helmet-fastapi (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 c1f805932ecbcd95197e98c6e2336eb773252abf5615fe135076d1848cb90395 Package contains hidden code adding a backdoor - a WebSocket path handler which will execute commands sent by an attacker knowing the path. In addition, it add...

PT-2025-18155

Name of the Vulnerable Software and Affected Versions Firefox for Android versions prior to 138 Thunderbird versions prior to 138 Description A specially crafted filename containing a large number of encoded newline characters could obscure the file's extension when displayed in the download...