rsigma-eval 0.6.0

Evaluator for Sigma detection and correlation rules — match rules against events
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
//! Inverted index for rule pre-filtering.
//!
//! At rule load time, builds a mapping from `(field_name, exact_value)` to
//! rule indices. At evaluation time, the event's field values are used to
//! look up candidate rules, avoiding the O(n_rules) linear scan.
//!
//! The index is an **over-approximation**: it may return rules that don't
//! actually match (false positives filtered by `evaluate_rule`), but never
//! misses a rule that should match (no false negatives).

use std::collections::HashMap;

use serde_json::Value;

use crate::compiler::{CompiledDetection, CompiledDetectionItem, CompiledRule};
use crate::event::Event;
use crate::matcher::CompiledMatcher;

/// Pre-computed inverted index over compiled rules.
///
/// Maps `field_name -> { lowercase_value -> [rule_indices] }` for exact-match
/// detection items. Rules with no indexable exact-match fields are tracked in
/// `unindexable` and always evaluated.
pub(crate) struct RuleIndex {
    /// Maps field_name -> { lowercase_value -> sorted rule indices }.
    field_index: HashMap<String, HashMap<String, Vec<usize>>>,
    /// Rule indices that must always be evaluated (no exact-match fields,
    /// or at least one detection branch has no exact-match coverage).
    unindexable: Vec<usize>,
    /// Total number of rules (for candidate dedup bitvec sizing).
    rule_count: usize,
}

impl RuleIndex {
    /// Build an empty index.
    pub(crate) fn empty() -> Self {
        RuleIndex {
            field_index: HashMap::new(),
            unindexable: Vec::new(),
            rule_count: 0,
        }
    }

    /// Build an index from a slice of compiled rules.
    ///
    /// For each rule, walks all detections and extracts `(field, exact_value)`
    /// pairs from `CompiledMatcher::Exact` variants. A rule is fully indexable
    /// only if **every** named detection has at least one exact-match item.
    /// Otherwise, the rule is placed in the unindexable set to avoid false
    /// negatives from OR conditions that reach an unindexable branch.
    pub(crate) fn build(rules: &[CompiledRule]) -> Self {
        let mut field_index: HashMap<String, HashMap<String, Vec<usize>>> = HashMap::new();
        let mut unindexable: Vec<usize> = Vec::new();

        for (rule_idx, rule) in rules.iter().enumerate() {
            let mut all_pairs: Vec<(String, String)> = Vec::new();
            let mut every_detection_has_pairs = true;

            for detection in rule.detections.values() {
                let pairs = extract_exact_pairs(detection);
                if pairs.is_empty() {
                    every_detection_has_pairs = false;
                }
                all_pairs.extend(pairs);
            }

            if all_pairs.is_empty() || !every_detection_has_pairs {
                unindexable.push(rule_idx);
            } else {
                for (field, value) in all_pairs {
                    field_index
                        .entry(field)
                        .or_default()
                        .entry(value)
                        .or_default()
                        .push(rule_idx);
                }
            }
        }

        RuleIndex {
            field_index,
            unindexable,
            rule_count: rules.len(),
        }
    }

    /// Return candidate rule indices for the given event.
    ///
    /// Looks up each indexed field name in the event, then checks the field's
    /// value against the index. Returns the union of all matching rule indices
    /// plus all unindexable rules, deduplicated.
    pub(crate) fn candidates(&self, event: &Event) -> Vec<usize> {
        if self.field_index.is_empty() {
            return (0..self.rule_count).collect();
        }

        let mut seen = vec![false; self.rule_count];
        let mut result = Vec::new();

        for (field_name, value_map) in &self.field_index {
            if let Some(event_value) = event.get_field(field_name)
                && let Some(search_key) = value_to_lowercase_string(event_value)
                && let Some(rule_indices) = value_map.get(&search_key)
            {
                for &idx in rule_indices {
                    if !seen[idx] {
                        seen[idx] = true;
                        result.push(idx);
                    }
                }
            }
        }

        for &idx in &self.unindexable {
            if !seen[idx] {
                seen[idx] = true;
                result.push(idx);
            }
        }

        result
    }

    /// Number of rules tracked by the index.
    #[cfg(test)]
    pub(crate) fn rule_count(&self) -> usize {
        self.rule_count
    }

    /// Number of rules that are always evaluated (not indexable).
    #[cfg(test)]
    pub(crate) fn unindexable_count(&self) -> usize {
        self.unindexable.len()
    }

    /// Number of unique indexed field names.
    #[cfg(test)]
    pub(crate) fn indexed_field_count(&self) -> usize {
        self.field_index.len()
    }
}

/// Extract all `(lowercase_field, lowercase_value)` pairs from a compiled detection.
fn extract_exact_pairs(detection: &CompiledDetection) -> Vec<(String, String)> {
    let mut pairs = Vec::new();
    match detection {
        CompiledDetection::AllOf(items) => {
            for item in items {
                extract_from_item(item, &mut pairs);
            }
        }
        CompiledDetection::AnyOf(subs) => {
            for sub in subs {
                pairs.extend(extract_exact_pairs(sub));
            }
        }
        CompiledDetection::Keywords(_) => {}
    }
    pairs
}

/// Extract exact-match values from a single detection item.
///
/// Field names are stored in their original case because `Event::get_field()`
/// performs case-sensitive JSON key lookups.
fn extract_from_item(item: &CompiledDetectionItem, out: &mut Vec<(String, String)>) {
    let field = match &item.field {
        Some(f) => f.as_str(),
        None => return,
    };
    extract_from_matcher(&item.matcher, field, out);
}

/// Recursively extract exact string values from a compiled matcher.
fn extract_from_matcher(matcher: &CompiledMatcher, field: &str, out: &mut Vec<(String, String)>) {
    match matcher {
        CompiledMatcher::Exact { value, .. } => {
            out.push((field.to_string(), value.to_lowercase()));
        }
        CompiledMatcher::AnyOf(children) => {
            for child in children {
                extract_from_matcher(child, field, out);
            }
        }
        CompiledMatcher::AllOf(children) => {
            for child in children {
                extract_from_matcher(child, field, out);
            }
        }
        _ => {}
    }
}

/// Convert a JSON value to a lowercase string for index lookup.
///
/// Returns `None` for null, objects, and arrays (not meaningful for exact match).
fn value_to_lowercase_string(value: &Value) -> Option<String> {
    match value {
        Value::String(s) => Some(s.to_lowercase()),
        Value::Number(n) => Some(n.to_string()),
        Value::Bool(b) => Some(b.to_string()),
        _ => None,
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use crate::Engine;
    use rsigma_parser::parse_sigma_yaml;
    use serde_json::json;

    fn build_index(yaml: &str) -> (Engine, RuleIndex) {
        let collection = parse_sigma_yaml(yaml).unwrap();
        let mut engine = Engine::new();
        engine.add_collection(&collection).unwrap();
        let index = RuleIndex::build(engine.rules());
        (engine, index)
    }

    #[test]
    fn test_exact_match_indexed() {
        let (_, index) = build_index(
            r#"
title: Login Event
logsource:
    product: windows
detection:
    selection:
        EventType: 'login'
    condition: selection
"#,
        );

        assert_eq!(index.rule_count(), 1);
        assert_eq!(index.unindexable_count(), 0);
        assert_eq!(index.indexed_field_count(), 1);
    }

    #[test]
    fn test_contains_only_unindexable() {
        let (_, index) = build_index(
            r#"
title: Whoami Detection
logsource:
    product: windows
detection:
    selection:
        CommandLine|contains: 'whoami'
    condition: selection
"#,
        );

        assert_eq!(index.rule_count(), 1);
        assert_eq!(index.unindexable_count(), 1);
        assert_eq!(index.indexed_field_count(), 0);
    }

    #[test]
    fn test_mixed_items_in_allof_detection() {
        let (_, index) = build_index(
            r#"
title: Process Create
logsource:
    product: windows
detection:
    selection:
        EventType: 'process_create'
        CommandLine|contains: 'whoami'
    condition: selection
"#,
        );

        // The single AllOf detection has exact + contains items.
        // The detection HAS exact pairs, so the rule is indexed.
        assert_eq!(index.unindexable_count(), 0);
        assert!(index.indexed_field_count() > 0);
    }

    #[test]
    fn test_candidates_returns_matching_rule() {
        let (_, index) = build_index(
            r#"
title: Login Event
logsource:
    product: windows
detection:
    selection:
        EventType: 'login'
    condition: selection
"#,
        );

        let ev = json!({"EventType": "login", "User": "admin"});
        let event = Event::from_value(&ev);
        let candidates = index.candidates(&event);
        assert_eq!(candidates, vec![0]);
    }

    #[test]
    fn test_candidates_skips_non_matching() {
        let (_, index) = build_index(
            r#"
title: Login Event
logsource:
    product: windows
detection:
    selection:
        EventType: 'login'
    condition: selection
"#,
        );

        let ev = json!({"EventType": "file_create", "User": "admin"});
        let event = Event::from_value(&ev);
        let candidates = index.candidates(&event);
        assert!(candidates.is_empty());
    }

    #[test]
    fn test_unindexable_always_returned() {
        let (_, index) = build_index(
            r#"
title: Wildcard Rule
logsource:
    product: windows
detection:
    selection:
        CommandLine|contains: 'whoami'
    condition: selection
"#,
        );

        let ev = json!({"SomeField": "whatever"});
        let event = Event::from_value(&ev);
        let candidates = index.candidates(&event);
        assert_eq!(candidates, vec![0]);
    }

    #[test]
    fn test_case_insensitive_lookup() {
        let (_, index) = build_index(
            r#"
title: Login Event
logsource:
    product: windows
detection:
    selection:
        EventType: 'LOGIN'
    condition: selection
"#,
        );

        let ev = json!({"EventType": "login"});
        let event = Event::from_value(&ev);
        let candidates = index.candidates(&event);
        assert_eq!(candidates, vec![0]);
    }

    #[test]
    fn test_multiple_rules_selective_candidates() {
        let yaml = r#"
title: Login
logsource:
    product: windows
detection:
    selection:
        EventType: 'login'
    condition: selection
---
title: File Create
logsource:
    product: windows
detection:
    selection:
        EventType: 'file_create'
    condition: selection
---
title: Process Create
logsource:
    product: windows
detection:
    selection:
        EventType: 'process_create'
    condition: selection
"#;
        let (_, index) = build_index(yaml);

        assert_eq!(index.rule_count(), 3);
        assert_eq!(index.unindexable_count(), 0);

        let ev = json!({"EventType": "login"});
        let event = Event::from_value(&ev);
        let candidates = index.candidates(&event);
        assert_eq!(candidates, vec![0]);

        let ev2 = json!({"EventType": "process_create"});
        let event2 = Event::from_value(&ev2);
        let candidates2 = index.candidates(&event2);
        assert_eq!(candidates2, vec![2]);
    }

    #[test]
    fn test_or_with_mixed_indexable_unindexable_detections() {
        let (_, index) = build_index(
            r#"
title: Mixed OR
logsource:
    product: windows
detection:
    selection_a:
        EventType: 'login'
    selection_b:
        CommandLine|contains: 'whoami'
    condition: 1 of selection_*
"#,
        );

        // selection_b has no exact pairs, so the rule is unindexable
        // (conservatively correct for OR conditions).
        assert_eq!(index.unindexable_count(), 1);
    }

    #[test]
    fn test_anyof_exact_values_indexed() {
        let (_, index) = build_index(
            r#"
title: Multi Value
logsource:
    product: windows
detection:
    selection:
        EventType:
            - 'login'
            - 'logout'
    condition: selection
"#,
        );

        assert_eq!(index.unindexable_count(), 0);

        let ev_login = json!({"EventType": "login"});
        let ev_logout = json!({"EventType": "logout"});
        let ev_other = json!({"EventType": "file_create"});

        assert_eq!(index.candidates(&Event::from_value(&ev_login)), vec![0]);
        assert_eq!(index.candidates(&Event::from_value(&ev_logout)), vec![0]);
        assert!(index.candidates(&Event::from_value(&ev_other)).is_empty());
    }

    #[test]
    fn test_numeric_event_value_lookup() {
        let (_, index) = build_index(
            r#"
title: Port Check
logsource:
    product: windows
detection:
    selection:
        DestinationPort: '443'
    condition: selection
"#,
        );

        let ev = json!({"DestinationPort": 443});
        let event = Event::from_value(&ev);
        let candidates = index.candidates(&event);
        assert_eq!(candidates, vec![0]);
    }

    #[test]
    fn test_empty_index_returns_all() {
        let index = RuleIndex::empty();
        assert_eq!(index.rule_count(), 0);
    }

    #[test]
    fn test_dedup_candidates() {
        let yaml = r#"
title: Multi Field
logsource:
    product: windows
detection:
    selection:
        EventType: 'login'
        Protocol: 'TCP'
    condition: selection
"#;
        let (_, index) = build_index(yaml);

        // Event matches BOTH indexed fields for the same rule.
        // Candidate should appear only once.
        let ev = json!({"EventType": "login", "Protocol": "TCP"});
        let event = Event::from_value(&ev);
        let candidates = index.candidates(&event);
        assert_eq!(candidates, vec![0]);
    }

    #[test]
    fn test_keyword_detection_unindexable() {
        let (_, index) = build_index(
            r#"
title: Keyword Rule
logsource:
    product: windows
detection:
    keywords:
        - 'suspicious'
        - 'malware'
    condition: keywords
"#,
        );

        assert_eq!(index.unindexable_count(), 1);
    }

    #[test]
    fn test_regex_only_unindexable() {
        let (_, index) = build_index(
            r#"
title: Regex Rule
logsource:
    product: windows
detection:
    selection:
        CommandLine|re: '(?i)whoami.*'
    condition: selection
"#,
        );

        assert_eq!(index.unindexable_count(), 1);
        assert_eq!(index.indexed_field_count(), 0);
    }
}