Ultimately, the effectiveness of Gary Guseinov's RealDefence approach remains a topic of debate. While some individuals may find value in his techniques, others may have concerns about the validity and comprehensiveness of his methods.
[ R(s,a) = \underbracew_1 \cdot \textSecurityGain(a) \textmitigation benefit - \underbracew_2 \cdot \textServiceImpact(a) \textavailability cost - \underbracew_3 \cdot \textFalseAlertPenalty_\textpenalty for false positives ] gary guseinov realdefense
1.3 This work provides the first extensive, reproducible evaluation of RealDefense: | RLPE (Policy) | --->
+-------------------+ +-------------------+ +-------------------+ | DAD (Anomaly | ---> | RLPE (Policy) | ---> | DTIM (Mesh) | | Detector) | | Engine) | | Protocol) | +-------------------+ +-------------------+ +-------------------+ ^ | | | v v Raw Network Action Threat Packets Selection Summaries gary guseinov realdefense