feat(profiler): persist raw SSH KEX algorithm ordering
Prober already emits kex_algorithms in hassh_fingerprint syslog events, but
the raw ordered list was only queryable via the generic bounty store. Add a
dedicated AttackerBehavior.kex_order_raw column (TEXT, JSON list) so
post-v1 KEX-order fingerprinting has a typed, indexable home.
Pipeline:
- sniffer_rollup() now consumes hassh_fingerprint events and collects
distinct kex_algorithms strings across ports.
- build_behavior_record() JSON-encodes the list (NULL when empty).
- sqlmodel_repo._deserialize_behavior() parses it back into a list.
Closes pre-v1 gap #1 from SIGNAL_CAPTURE_AUDIT.md.
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@@ -175,6 +175,13 @@ class AttackerBehavior(SQLModel, table=True):
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default="{}",
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sa_column=Column("tcp_fingerprint", Text, nullable=False, default="{}"),
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) # JSON: window, wscale, mss, options_sig
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# Raw SSH KEX algorithm preference strings observed across HASSH probes
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# (one entry per hassh_fingerprint event). Keeping the raw ordered list
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# enables post-hoc KEX-order fingerprinting beyond the HASSH hash.
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kex_order_raw: Optional[str] = Field(
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default=None,
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sa_column=Column("kex_order_raw", Text, nullable=True),
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) # JSON list[str] — kex_algorithms comma-separated strings
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retransmit_count: int = Field(default=0)
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# Behavioral (derived by the profiler from log-event timing)
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behavior_class: Optional[str] = None # beaconing | interactive | scanning | brute_force | slow_scan | mixed | unknown
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@@ -673,6 +673,16 @@ class SQLModelRepository(BaseRepository):
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d["tool_guesses"] = []
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elif raw is None:
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d["tool_guesses"] = []
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# Same list-or-None pattern for kex_order_raw.
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raw_kex = d.get("kex_order_raw")
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if isinstance(raw_kex, str):
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try:
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parsed_kex = json.loads(raw_kex)
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d["kex_order_raw"] = parsed_kex if isinstance(parsed_kex, list) else [parsed_kex]
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except (json.JSONDecodeError, TypeError):
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d["kex_order_raw"] = []
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elif raw_kex is None:
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d["kex_order_raw"] = []
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return d
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@staticmethod
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