Spring AI Agentic Patterns (Part 6): AutoMemoryTools — Persistent Agent Memory Across Sessions

File-Based Long-Term Memory for Spring AI Agents Agents are only as useful as what they remember. Spring AI's Chat Memory stores the full conversation and can persist it across restarts, but when the window fills, the oldest messages are evicted. The upcoming Session API will add recursive...

EUVD-2025-209247

An issue was discovered in L2 in Samsung Mobile Processor, Wearable Processor, and Modem Exynos 980, 990, 850, 1080, 2100, 1280, 2200, 1330, 1380, 1480, 2400, 1580, 2500, 9110, W920, W930, W1000, Modem 5123, Modem 5300, and Modem 5400. Incorrect handling of LTE MAC packets containing many MAC...

CVE-2025-58349

An issue was discovered in L2 in Samsung Mobile Processor, Wearable Processor, and Modem Exynos 980, 990, 850, 1080, 2100, 1280, 2200, 1330, 1380, 1480, 2400, 1580, 2500, 9110, W920, W930, W1000, Modem 5123, Modem 5300, and Modem 5400. Incorrect handling of LTE MAC packets containing many MAC...

CVE-2025-58349

An issue was discovered in L2 of various Samsung components, including Mobile Processors , Wearable Processors , and Modems (specifically Exynos 980, 990, 850, 1080, 2100, 1280, 2200, 1330, 1380, 1480, 2400, 1580, 2500, 9110, W920, W930, W1000, Modem 5123, Modem 5300, and Modem 5400 ). The root c...

CVE-2025-58349

An issue was discovered in L2 in Samsung Mobile Processor, Wearable Processor, and Modem Exynos 980, 990, 850, 1080, 2100, 1280, 2200, 1330, 1380, 1480, 2400, 1580, 2500, 9110, W920, W930, W1000, Modem 5123, Modem 5300, and Modem 5400. Incorrect handling of LTE MAC packets containing many MAC...

CVE-2025-58349

An issue was discovered in L2 in Samsung Mobile Processor, Wearable Processor, and Modem Exynos 980, 990, 850, 1080, 2100, 1280, 2200, 1330, 1380, 1480, 2400, 1580, 2500, 9110, W920, W930, W1000, Modem 5123, Modem 5300, and Modem 5400. Incorrect handling of LTE MAC packets containing many MAC...

Samsung多款产品 安全漏洞

SAMSUNG Exynos 980 and other products are manufactured by Samsung Electronics of South Korea. The SAMSUNG Exynos 980 is the first 5G-integrated SOC product, as well as the world’s first A77 architecture processor. The SAMSUNG Exynos 2100 is a high-end SOC with 8 cores across three clusters, along...

OSV-2026-507 Security exception in org.apache.lucene.util.ArrayUtil.copyOfSubArray

OSS-Fuzz report: https://bugs.chromium.org/p/oss-fuzz/issues/detail?id=498705946 Crash type: Security exception Crash state: org.apache.lucene.util.ArrayUtil.copyOfSubArray org.apache.lucene.util.BytesRef.deepCopyOf org.apache.lucene.index.Term...

Debt behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wild

AI coding assistants are now widely used in software development. Software developers increasingly integrate AI-generated code into their codebases to improve productivity. Prior studies have shown that AI-generated code may contain code quality issues under controlled settings. However, we still...

Context-Aware Phishing Email Detection Using Machine Learning and NLP

Phishing attacks remain among the most prevalent cybersecurity threats, causing significant financial losses for individuals and organizations worldwide. This paper presents a machine learning-based phishing email detection system that analyzes email body content using natural language processing...

CVE-2026-33720

n8n (open source workflow automation) has a vulnerability in pre-2.8.0 where setting N8N_SKIP_AUTH_ON_OAUTH_CALLBACK=true causes the OAuth callback to skip ownership verification of the OAuth state. An attacker can trick a victim into completing an OAuth flow for a credential the attacker control...

CVE-2026-4004

CVE-2026-4004 affects the WordPress Task Manager plugin up to version 3.0.2. The vulnerability stems from missing capability checks in the callback_search() function and insufficient input validation that lets shortcode syntax (square brackets) pass through sanitize_text_field() and be concatenat...

CVE-2026-33177: Missing Authorization

Statamic is a Laravel and Git powered content management system CMS. Prior to versions 5.73.14 and 6.7.0, low-privileged Control Panel users could create taxonomy terms by submitting requests to the field action processing endpoint with attacker-controlled field definitions. This bypasses the...

Statamic 安全漏洞

Statamic is a powerful flat-file CMS built using Laravel by Statamic Inc. It allows all content, templates, assets, and settings to be stored in files rather than in a database. Versions of Statamic 5.73.14 and earlier, as well as 6.7.0, contained security vulnerabilities. These vulnerabilities...

Memory Poisoning and Secure Multi-Agent Systems

Memory poisoning attacks for Agentic AI and multi-agent systems MAS have recently caught attention. It is partially due to the fact that Large Language Models LLMs facilitate the construction and deployment of agents. Different memory systems are being used nowadays in this context, including...

SUSE SLES15 Security Update : 389-ds (SUSE-SU-2026:0915-1)

The remote SUSE Linux SLES15 / SLESSAP15 host has packages installed that are affected by a vulnerability as referenced in the SUSE-SU-2026:0915-1 advisory. Update to LTS branch 2.7 jscPED-14342: - CVE-2025-14905: Fixed heap buffer overflow due to improper size calculation in schemaattrenumcallba...

GHSA-WH3H-GVC4-CC2G Statamic is missing authorization check on taxonomy term creation via fieldtype

Impact Low-privileged Control Panel users could create taxonomy terms by submitting requests to the field action processing endpoint with attacker-controlled field definitions. This bypasses the authorization checks enforced on the standard taxonomy term creation endpoint. Patches This has been...

CVE-2026-33002

Jenkins 2.442 through 2.554 both inclusive, LTS 2.426.3 through LTS 2.541.2 both inclusive performs origin validation of requests made through the CLI WebSocket endpoint by computing the expected origin for comparison using the Host or X-Forwarded-Host HTTP request headers, making it vulnerable t...

Jenkins 安全漏洞

Jenkins is an open-source application developed by Jenkins Project. The open-source automation server Jenkins offers hundreds of plugins to support building, deploying, and automating any project. Jenkins versions 2.554 and earlier, as well as LTS 2.541.2 and earlier, have security vulnerabilitie...

USN-8102-2: snapd regression

USN-8102-1 fixed a vulnerability in snapd. The update caused a regresision for Ubuntu 24.04 LTS while installing the package. This update fixes the problem. We apologize for the inconvenience. Original advisory details: Qualys discovered that snapd incorrectly handled certain operations in the...