AI-Driven Dynamic Firewall Optimization Using Reinforcement Learning for Anomaly Detection and Prevention

The growing complexity of cyber threats has rendered static firewalls increasingly ineffective for dynamic, real-time intrusion prevention. This paper proposes a novel AI-driven dynamic firewall optimization framework that leverages deep reinforcement learning DRL to autonomously adapt and update...

firewalld bug fix and enhancement update

firewalld is a firewall service daemon that provides a dynamic customizable firewall with a D-Bus interface. Bug Fixes and Enhancements: firewall-cmd takes hours when adding 55K ipsets BZ2046343...

ALBA-2022:0901 firewalld bug fix and enhancement update

firewalld is a firewall service daemon that provides a dynamic customizable firewall with a D-Bus interface. Bug Fixes and Enhancements: firewall-cmd takes hours when adding 55K ipsets BZ2046343...

Juniper Junos OS Blocking Unexpected Traffic (JSA11095)

The version of Junos OS installed on the remote host is affected by a vulnerability as referenced in the JSA11095 advisory. When the Intrusion Detection Service IDS feature is configured on Juniper Networks MX series with a dynamic firewall filter using IPv6 source or destination prefix, it may...

CVE-2021-0205

When the "Intrusion Detection Service" IDS feature is configured on Juniper Networks MX series with a dynamic firewall filter using IPv6 source or destination prefix, it may incorrectly match the prefix as /32, causing the filter to block unexpected traffic. This issue affects only IPv6 prefixes...

Design/Logic Flaw

When the "Intrusion Detection Service" IDS feature is configured on Juniper Networks MX series with a dynamic firewall filter using IPv6 source or destination prefix, it may incorrectly match the prefix as /32, causing the filter to block unexpected traffic. This issue affects only IPv6 prefixes...

[SECURITY] Fedora 25 Update: firewalld-0.4.3.3-1.fc25

firewalld is a firewall service daemon that provides a dynamic customizable firewall with a D-Bus interface...