Improved Algorithms for Differentially Private Language Model Alignment

Language model alignment is crucial for ensuring that large language models LLMs align with human preferences, yet it often involves sensitive user data, raising significant privacy concerns. While prior work has integrated differential privacy DP with alignment techniques, their performance...

LM-Scout: Analyzing the Security of Language Model Integration in Android Apps

Developers are increasingly integrating Language Models LMs into their mobile apps to provide features such as chat-based assistants. To prevent LM misuse, they impose various restrictions, including limits on the number of queries, input length, and allowed topics. However, if the LM integration...

CVE-2025-1137

IBM Storage Scale 5.2.2.0 and 5.2.2.1, under certain configurations, could allow an authenticated user to execute privileged commands due to improper input neutralization...

CVE-2025-1137

IBM Storage Scale 5.2.2.0 and 5.2.2.1, under certain configurations, could allow an authenticated user to execute privileged commands due to improper input neutralization...

CVE-2025-1137 IBM Storage Scale command injection

IBM Storage Scale 5.2.2.0 and 5.2.2.1, under certain configurations, could allow an authenticated user to execute privileged commands due to improper input neutralization...

CVE-2025-1137

IBM Storage Scale 5.2.2.0 and 5.2.2.1 are affected by a vulnerability that could let an authenticated user execute privileged commands due to improper input neutralization. The connected IBM Security Bulletin confirms the issue and states remediation by upgrading to IBM Storage Scale 5.2.3.0 or l...

CVE-2025-1137 IBM Storage Scale command injection

IBM Storage Scale 5.2.2.0 and 5.2.2.1, under certain configurations, could allow an authenticated user to execute privileged commands due to improper input neutralization...

CVE-2025-1137: Execution with Unnecessary Privileges

IBM Storage Scale 5.2.2.0 and 5.2.2.1, under certain configurations, could allow an authenticated user to execute privileged commands due to improper input neutralization...

DPolicy: Managing Privacy Risks across Multiple Releases with Differential Privacy

Differential Privacy DP has emerged as a robust framework for privacy-preserving data releases and has been successfully applied in high-profile cases, such as the 2020 US Census. However, in organizational settings, the use of DP remains largely confined to isolated data releases. This approach...

Security Bulletin: Multiple vulnerabilities which can affect IBM Storage Scale cloudkit and CES S3 are now addressed. (CVE-2025-22868, CVE-2025-22869)

Summary There are several vulnerabilities in IBM Storage Scale which could provide weaker than expected security that are now addressed CVE-2024-45337, CVE-2024-45338 Vulnerability Details CVEID:CVE-2025-22868 DESCRIPTION: An attacker can pass a malicious malformed token which causes unexpected...

PT-2025-20606 · Ibm · Ibm Storage Scale

Name of the Vulnerable Software and Affected Versions: IBM Storage Scale versions 5.2.2.0 through 5.2.2.1 Description: The issue allows an authenticated user to execute privileged commands due to improper input neutralization. This is related to a command injection issue, specifically improper...

IBM Storage Scale 命令注入漏洞

IBM Storage Scale is a storage solution from International Business Machines IBM designed to help organizations effectively manage and scale storage resources to meet growing data storage needs. A command injection vulnerability exists in IBM Storage Scale versions 5.2.2.0 and 5.2.2.1 that stems...

Mitigating Backdoor Triggered and Targeted Data Poisoning Attacks in Voice Authentication Systems

Voice authentication systems remain susceptible to two major threats: backdoor triggered attacks and targeted data poisoning attacks. This dual vulnerability is critical because conventional solutions typically address each threat type separately, leaving systems exposed to adversaries who can...

Unveiling the Landscape of LLM Deployment in the Wild: an Empirical Study

Background: Large language models LLMs are increasingly deployed via open-source and commercial frameworks, enabling individuals and organizations to self-host advanced AI capabilities. However, insecure defaults and misconfigurations often expose LLM services to the public Internet, posing...

CAMEL - The First And The Best Multi-Agent Framework. Finding The Scaling Law Of Agents

🐫 CAMEL is an open-source community dedicated to finding the scaling laws of agents. We believe that studying these agents on a large scale offers valuable insights into their behaviors, capabilities, and potential risks. To facilitate research in this field, we implement and support various type...

HPESBHF04856 rev.1 - HPE Superdome Flex, Superdome Flex 280, and Compute Scale-up Server 3200, Local Buffer Overflow

Potential Security Impact: Local: Buffer Overflow SUPPORTED SOFTWARE VERSIONS: ONLY impacted versions are listed. HPE Superdome Flex Server Prior to v4.5.6 HPE Superdome Flex 280 Server Prior to v2.00.12 HPE Compute Scale-up Server 3200 Prior to v1.50.120 CVSS Scores: | CVE | CVSS Vector | Base...

Security Bulletin: A vulnerability in IBM Spectrum Scale could allow a local attacker to bypass the filesystem audit logging (CVE-2021-29671)

Summary A security vulnerability has been identified in IBM Spectrum Scale FAL that could allow a local attacker to bypass the FAL mechanism. A fix for this vulnerability is available. Vulnerability Details CVEID:CVE-2021-29671 DESCRIPTION: IBM Spectrum Scale could allow a local attacker to bypas...

Fast and Robust Speckle Pattern Authentication by Scale Invariant Feature Transform Algorithm in Physical Unclonable Functions

Nowadays, due to the growing phenomenon of forgery in many fields, the interest in developing new anti-counterfeiting device and cryptography keys, based on the Physical Unclonable Functions PUFs paradigm, is widely increased. PUFs are physical hardware with an intrinsic, irreproducible disorder...

Snorkeling in Dark Waters: a Longitudinal Surface Exploration of Unique Tor Hidden Services (Extended Version)

The Onion Router Tor is a controversial network whose utility is constantly under scrutiny. On the one hand, it allows for anonymous interaction and cooperation of users seeking untraceable navigation on the Internet. This freedom also attracts criminals who aim to thwart law enforcement...

Automated Static Vulnerability Detection Via a Holistic Neuro-Symbolic Approach

Static vulnerability detection is still a challenging problem and demands excessive human efforts, e.g., manual curation of good vulnerability patterns. None of prior works, including classic program analysis or Large Language Model LLM-based approaches, have fully automated such vulnerability...