sigma

Filter the input with Sigma rules and output matching events.

sigma path:str, [refresh_interval=duration]

Description

The sigma operator executes Sigma rules on its input. If a rule matches, the operator emits a tenzir.sigma event that wraps the input record into a new record along with the matching rule. The operator discards all events that do not match the provided rules.

Transpilation Process

For each rule, the operator transpiles the YAML into an expression and instantiates a where operator, followed by assignments to generate an output. Here's how the transpilation works. The Sigma rule YAML format requires a detection attribute that includes a map of named sub-expression called search identifiers. In addition, detection must include a final condition that combines search identifiers using boolean algebra (AND, OR, and NOT) or syntactic sugar to reference groups of search expressions, e.g., using the 1/all of * or plain wildcard syntax. Consider the following detection embedded in a rule:

detection:
  foo:
    a: 42
    b: "evil"
  bar:
    c: 1.2.3.4
  condition: foo or not bar

We translate this rule piece by building a symbol table of all keys (foo and bar). Each sub-expression is a valid expression in itself:

1. foo: a == 42 && b == "evil"
2. bar: c == 1.2.3.4

Finally, we combine the expression according to condition:

(a == 42 && b == "evil") || ! (c == 1.2.3.4)

We parse the YAML string values according to Tenzir's richer data model, e.g., the expression c: 1.2.3.4 becomes a field named c and value 1.2.3.4 of type ip, rather than a string. Sigma also comes with its own event taxonomy to standardize field names. The sigma operator currently does not normalize fields according to this taxonomy but rather takes the field names verbatim from the search identifier.

Sigma uses value modifiers to select a concrete relational operator for given search predicate. Without a modifier, Sigma uses equality comparison (==) of field and value. For example, the contains modifier changes the relational operator to substring search, and the re modifier switches to a regular expression match. The table below shows what modifiers the sigma operator supports, where ✅ means implemented, 🚧 not yet implemented but possible, and ❌ not yet supported:

Modifier	Use	sigmac	Tenzir
contains	perform a substring search with the value	✅	✅
startswith	match the value as a prefix	✅	✅
endswith	match the value as a suffix	✅	✅
base64	encode the value with Base64	✅	✅
base64offset	encode value as all three possible Base64 variants	✅	✅
utf16le/wide	transform the value to UTF16 little endian	✅	🚧
utf16be	transform the value to UTF16 big endian	✅	🚧
utf16	transform the value to UTF16	✅	🚧
re	interpret the value as regular expression	✅	✅
cidr	interpret the value as a IP CIDR	❌	✅
all	changes the expression logic from OR to AND	✅	✅
lt	compare less than (<) the value	❌	✅
lte	compare less than or equal to (<=) the value	❌	✅
gt	compare greater than (>) the value	❌	✅
gte	compare greater than or equal to (>=) the value	❌	✅
expand	expand value to placeholder strings, e.g., %something%	❌	❌

path: str

The rule to match.

If path points to a rule, the operator transpiles the rule file at the time of pipeline creation.

If this points to a directory, the operator watches it and attempts to parse each contained file as a Sigma rule. The sigma operator matches if any of the contained rules match, effectively creating a disjunction of all rules inside the directory.

refresh_interval = duration (optional)

How often the sigma operator looks at the specified rule or directory of rules to update its internal state.

Defaults to 5s.

Examples

Apply a Sigma rule to an EVTX file

The tool evtx_dump turns an EVTX file into a JSON object. On the command line, use the tenzir binary to pipe the evtx_dump output to a Tenzir pipeline using the sigma operator:

evtx_dump -o jsonl file.evtx | tenzir --tql2 'read_json | sigma "rule.yaml"'

Run a Sigma rule on historical data

Apply a Sigma rule over historical data in a node from the last day:

export
where ts > now() - 1d
sigma "rule.yaml"

Stream a file and apply a set of Sigma rules to it

Watch a directory of Sigma rules and apply all of them on a continuous stream of Suricata events:

load_file "eve.json", follow=true
read_suricata
sigma "/tmp/rules/"

When you add a new file to /tmp/rules, the sigma operator transpiles it and will match it on all subsequent inputs.