Crawl4AI 代码注入漏洞

Crawl4AI is an open-source, LLM-friendly web crawler developed by UncleCode’s individual developers. Versions of Crawl4AI prior to 0.8.0 contained a code injection vulnerability. This vulnerability stemmed from the /crawl endpoint in the Docker API deployment, which accepted hooks parameters...

CVE-2026-26216: Improper Control of Generation of Code

Crawl4AI versions prior to 0.8.0 contain a remote code execution vulnerability in the Docker API deployment. The /crawl endpoint accepts a hooks parameter containing Python code that is executed using exec. The import builtin was included in the allowed builtins, allowing unauthenticated remote...

Resource-Aware Deployment Optimization for Collaborative Intrusion Detection in Layered Networks

Collaborative Intrusion Detection Systems CIDS are increasingly adopted to counter cyberattacks, as their collaborative nature enables them to adapt to diverse scenarios across heterogeneous environments. As distributed critical infrastructure operates in rapidly evolving environments, such as...

CVE-2025-69872

A deserialization flaw was found in python-diskcache. This component uses Python pickle for serialization by default. An attacker with write access to the cache directory can exploit this vulnerability to achieve arbitrary code execution when a victim application reads from the cache. The impact ...

CVE-2026-2366

A flaw was found in Keycloak. An authorization bypass vulnerability in the Keycloak Admin API allows any authenticated user, even those without administrative privileges, to enumerate the organization memberships of other users. This information disclosure occurs if the attacker knows the victim'...

CVE-2026-2360

PostgreSQL Anonymizer contains a vulnerability that allows a user to gain superuser privileges by creating a custom operator in the public schema and place malicious code in that operator. This operator will later be executed with superuser privileges when the extension is created. The risk is...

Exposed Training Open the Door for Crypto-Mining in Fortune 500 Cloud Environments

Intentionally vulnerable training applications are widely used for security education, internal testing, and product demonstrations. Tools such as OWASP Juice Shop, DVWA, Hackazon, and bWAPP are designed to be insecure by default, making them useful for learning how common attack techniques work ...

PT-2026-7491

A stack-use-after-return issue exists in the Arduino Core STM32 library prior to version 1.7.0. The pwm start function allocates a TIM HandleTypeDef structure on the stack and passes its address to HAL initialization routines, where it is stored in a global timer handle registry. After the functi...

XML external entity injection vulnerability in IBM Business Automation Workflow containers and IBM Business Automation Workflow traditional

IBM Business Automation Workflow is a suite of workflow automation solutions from International Business Machines IBM. The product is primarily used for workflow management, compliance management, and features workflow visibility and scalability. IBM Business Automation Workflow containers V25.0....

Best Tools for Test Data Management to Accelerate QA Teams in 2026

Test Data Management tools for 2026 ranked for QA and DevOps teams, comparing speed, self service, masking, CI/CD fit, and enterprise readiness...

CVE-2026-23901

Observable Timing Discrepancy vulnerability in Apache Shiro. This issue affects Apache Shiro: from 1., 2. before 2.0.7. Users are recommended to upgrade to version 2.0.7 or later, which fixes the issue. Prior to Shiro 2.0.7, code paths for non-existent vs. existing users are different enough, tha...

CVE-2026-24683

A heap buffer use after free has been discovered in FreeRDP. ainputsendinputevent caches channelcallback in a local variable and later uses it without synchronization; a concurrent channel close can free or reinitialize the callback, leading to a use after free. Mitigation Mitigation for this iss...

CVE-2026-24682

A heap buffer overflow has been discovered in FreeRDP. audinserverrecvformats frees an incorrect number of audio formats on parse failure i + i, leading to out-of-bounds access in audioformatsfree. Mitigation Mitigation for this issue is either not available or the currently available options do...

CVE-2026-24675

A heap buffer use after free has been discovered in FreeRDP. urbselectinterface can free the device's MS config on error but later code still dereferences it, leading to a use after free in libusbudevselectinterface. Mitigation Mitigation for this issue is either not available or the currently...

OpenSSH 10.2p1 Authorized Keys Persistence Tool

This Metasploit Auxiliary module establishes persistent access to remote systems by adding an SSH public key to a target user's authorizedkeys file after successful authentication. The module requires valid SSH credentials password or private key and supports both Unix-like and Windows SSH...

SoK: The Pitfalls of Deep Reinforcement Learning for Cybersecurity

Deep Reinforcement Learning DRL has achieved remarkable success in domains requiring sequential decision-making, motivating its application to cybersecurity problems. However, transitioning DRL from laboratory simulations to bespoke cyber environments can introduce numerous issues. This is furthe...

CVE-2026-25640

A flaw was found in Pydantic AI. A remote attacker can exploit a path traversal vulnerability in the Pydantic AI web UI by crafting a malicious URL. This vulnerability arises from insufficient validation of the version query parameter, allowing the server to fetch and serve attacker-controlled HT...

CVE-2026-25640

Pydantic AI (web UI) is affected by CVE-2026-25640 in versions 1.34.0–1.50.x. The vulnerability stems from insufficient validation of the version query parameter used to build the CDN URL for the frontend, allowing path traversal that can cause the server to fetch and serve attacker-controlled HT...

sb-poc-web

StackBill Deployer Web-based deployment portal for StackBill...

CVE-2020-37121

CODE::BLOCKS 16.01 contains a buffer overflow vulnerability that allows attackers to execute arbitrary code by overwriting Structured Exception Handler with crafted Unicode characters. Attackers can create a malicious M3U playlist file with 536 bytes of buffer and shellcode to trigger remote code...