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Existing ransomware detection methods only check for "ripple effects" of encryption, but this new approach statistically guarantees detection of the avalanche effect itself, even in the face of obfuscation.
Stop hand-crafting regexes from threat intel reports: this system automates the process with near-perfect accuracy.
A single foundation model can now handle a wide range of remote sensing restoration and fusion tasks, outperforming specialized models and paving the way for more generalizable remote sensing AI.
Ditch the hyperparameter tuning headache: CavMerge offers a provably consistent and computationally efficient way to merge K-means clusters, outperforming existing methods on non-linear data.
The lack of comprehensive benchmarks for AI blue teams leaves SOCs vulnerable, and this paper lays the groundwork for rectifying that gap.
