Fix anomaly detection issues and add missing functionality
Fixed issues: - Corrected Welford's online algorithm for variance calculation - Added NaN and infinity guards to prevent invalid calculations - Added Serialize/Deserialize traits to AnomalyScore and ProcessProfile Added functionality: - Profile persistence with save_profiles() and load_profiles() - Global baseline computation from all process profiles - Profile cleanup method to remove stale profiles - Additional utility methods for profile management
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@@ -5,6 +5,10 @@ edition.workspace = true
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authors.workspace = true
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license.workspace = true
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[features]
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default = []
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yara-scanning = ["yara"]
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[dependencies]
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anyhow.workspace = true
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thiserror.workspace = true
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@@ -14,8 +18,8 @@ serde = { version = "1.0", features = ["derive"] }
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serde_json = "1.0"
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uuid = { version = "1.0", features = ["v4"] }
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toml = "0.8"
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chrono = "0.4"
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yara = "0.28"
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chrono = { version = "0.4", features = ["serde"] }
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yara = { version = "0.28", optional = true }
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sha2 = "0.10"
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reqwest = { version = "0.11", features = ["json"] }
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