QKS Group Names Radware Leader in Q4 2026 Bot Management SPARK Matrix
PUNE, India – October 21, 2026 -- QKS Group named Radware a technology leader in its global SPARK MatrixTM: Bot Management, Q4 2026, with strong ratings across technology excellence and customer impact. The study ranks leading vendors and assesses market dynamics, major trends, vendor landscape and competitive positioning.
Radware shifts bot detection from static signatures to intent analysis
Sofia Ali, Principal Analyst at QKS Group, said Radware has moved detection away from static signatures and score-based rules toward intent-driven analysis of automation behavior. Its engine combines three elements in one self-learning framework: pre-emptive blocking through the ERT Active Attackers Feed, AI-based behavioral analysis across hundreds of signals, and real-time signature generation. According to Ali, the framework catches evasive, human-like bots with less manual tuning.