Cold start fetched all logs in one bulk query then processed them in a tight
synchronous loop with no yields, blocking the asyncio event loop for seconds
on datasets of 30K+ rows. This stalled every concurrent await — including the
SSE stream generator's initial DB calls — causing the dashboard to show
INITIALIZING SENSORS indefinitely.
Changes:
- Drop _cold_start() and get_all_logs_raw(); uninitialized state now runs the
same cursor loop as incremental, starting from last_log_id=0
- Yield to the event loop after every _BATCH_SIZE rows (asyncio.sleep(0))
- Add SSE keepalive comment as first yield so the connection flushes before
any DB work begins
- Add Cache-Control/X-Accel-Buffering headers to StreamingResponse
Existing MySQL databases hit a DataError when the commands/fingerprints
JSON blobs exceed 64 KiB (TEXT limit). _BIG_TEXT emits MEDIUMTEXT only
at CREATE TABLE time; create_all() is a no-op on existing columns.
Add MySQLRepository._migrate_column_types() that queries
information_schema and issues ALTER TABLE … MODIFY COLUMN … MEDIUMTEXT
for the five affected columns (commands, fingerprints, services, deckies,
state.value) whenever they are still TEXT. Called from an overridden
initialize() after _migrate_attackers_table() and before create_all().
Add tests/test_mysql_migration.py covering: ALTER issued for TEXT columns,
no-op for already-MEDIUMTEXT, idempotency, DEFAULT clause correctness,
and initialize() call order.
- test_mysql_backend_live.py: live integration tests for MySQL connections
- test_mysql_histogram_sql.py: dialect-specific histogram query tests
- test_mysql_url_builder.py: MySQL connection string construction
- mysql_spinup.sh: Docker spinup script for local MySQL testing
- templates/sniffer/decnet_logging.py: add logging configuration for sniffer integration
- templates/ssh/decnet_logging.py: add SSH service logging template
- development/DEVELOPMENT.md: document new MySQL backend, p0f, profiler, config API features
- pyproject.toml: update dependencies for MySQL, p0f, profiler functionality
- decnet/profiler/: analyze attacker behavior timings, command sequences, service probing patterns
- Enables detection of coordinated attacks vs random scanning
- Feeds into attacker scoring and risk assessment
- Implement MySQLRepository extending BaseRepository
- Add SQLAlchemy/SQLModel ORM abstraction layer (sqlmodel_repo.py)
- Support connection pooling and tuning via DECNET_DB_URL env var
- Cross-compatible with SQLite backend via factory pattern
- Prepared for production deployment with MySQL SIEM/ELK integration
- Add @require_role() decorators to all GET/POST/PUT endpoints
- Centralize role-based access control per memory: RBAC null-role bug required server-side gating
- Admin (manage_admins), Editor (write ops), Viewer (read ops), Public endpoints
- Removes client-side role checks as per memory: server-side UI gating is mandatory
- Refactor deploy command to support service randomization and selective service deployment
- Add --services flag to filter deployed services by name
- Improve status and teardown command output formatting
- Update help text for clarity
- Extract dialect-agnostic methods to BaseRepository
- Keep only SQLite-specific SQL and initialization in SQLiteRepository
- Reduces duplication for upcoming MySQL backend
- Maintains 100% backward compatibility
- Add `get_repository()` factory function to select DB implementation at runtime via DECNET_DB_TYPE env var
- Extract BaseRepository abstract interface from SQLiteRepository
- Update dependencies to use factory-based repository injection
- Add DECNET_DB_TYPE env var support (defaults to sqlite)
- Refactor models and repository base class for cross-dialect compatibility
Connection-lifecycle events (connect, disconnect, accept, close) fire once
per TCP connection. During a portscan or credential-stuffing run this
firehoses the SQLite ingester with tiny WAL writes and starves all reads
until the queue drains.
The collector now deduplicates these events by
(attacker_ip, decky, service, event_type) over a 1-second window before
writing to the .json ingestion stream. The raw .log file is untouched, so
rsyslog/SIEM still see every event for forensic fidelity.
Tunable via DECNET_COLLECTOR_RL_WINDOW_SEC and DECNET_COLLECTOR_RL_EVENT_TYPES.
Remove unused imports (ruff F401), suppress B324 false positives on
spec-mandated MD5 in HASSH/JA3/JA3S fingerprinting, drop unused
record_version assignment in JARM parser, and pin pip>=26.0 in dev
deps to address CVE-2025-8869 and CVE-2026-1703.
The live test modules set DECNET_CONTRACT_TEST=true at module level,
which persisted across xdist workers and caused the mutate endpoint
to short-circuit before the mock was reached. Clear the env var in
affected tests with monkeypatch.delenv.
21 live tests covering all background workers against real resources:
collector (real Docker daemon), ingester (real filesystem + DB),
attacker worker (real DB profiles), sniffer (real network interfaces),
API lifespan (real health endpoint), and cross-service cascade isolation.
9 tests covering auth enforcement, component reporting, status
transitions, degraded mode, and real DB/Docker state validation.
Runs with -m live alongside other live service tests.
23 tests verifying that each background worker degrades gracefully
when its dependencies are unavailable, and that failures don't cascade:
- Collector: Docker unavailable, no state file, empty fleet
- Ingester: missing log file, unset env var, malformed JSON, fatal DB
- Attacker: DB errors, empty database
- Sniffer: missing interface, no state, scapy crash, non-decky traffic
- API lifespan: all workers failing, DB init failure, sniffer import fail
- Cascade: collector→ingester, ingester→attacker, sniffer→collector, DB→sniffer
Replace per-decky sniffer containers with a single host-side sniffer
that monitors all traffic on the MACVLAN interface. Runs as a background
task in the FastAPI lifespan alongside the collector, fully fault-isolated
so failures never crash the API.
- Add fleet_singleton flag to BaseService; sniffer marked as singleton
- Composer skips fleet_singleton services in compose generation
- Fleet builder excludes singletons from random service assignment
- Extract TLS fingerprinting engine from templates/sniffer/server.py
into decnet/sniffer/ package (parameterized for fleet-wide use)
- Sniffer worker maps packets to deckies via IP→name state mapping
- Original templates/sniffer/server.py preserved for future use
All info sections (Timeline, Services, Deckies, Commands, Fingerprints)
now have clickable headers with a chevron toggle to expand/collapse
content. Pagination controls in Commands stay clickable without
triggering the collapse. All sections default to open.
Replace flat fingerprint card list with a structured section that
groups fingerprints by type under two categories: Active Probes
(JARM, HASSH, TCP/IP) and Passive Fingerprints (TLS, certificates,
latency, etc.). Each group shows its icon, label, and count.
AttackerDetail: dedicated render components for JARM (hash + target),
HASSHServer (hash, banner, expandable KEX/encryption algorithms), and
TCP/IP stack (TTL, window, MSS as bold stats, DF/SACK/TS as tags,
options order string).
Bounty: add fingerprint field labels and priority keys so prober
bounties display structured rows instead of raw JSON. Add FINGERPRINTS
filter option to the type dropdown.
Extends the prober with two new active probe types alongside JARM:
- HASSHServer: SSH server fingerprinting via KEX_INIT algorithm ordering
(MD5 hash of kex;enc_s2c;mac_s2c;comp_s2c, pure stdlib)
- TCP/IP stack: OS/tool fingerprinting via SYN-ACK analysis using scapy
(TTL, window size, DF bit, MSS, TCP options ordering, SHA256 hash)
Worker probe cycle now runs three phases per IP with independent
per-type port tracking. Ingester extracts bounties for all three
fingerprint types.
Reverts commits 8c249f6, a6c7cfd, 7ff5703. The SSH log relay approach
requires container redeployment and doesn't retroactively fix existing
attacker profiles. Rolling back to reassess the approach.
New log_relay.py replaces raw 'cat' on the rsyslog pipe. Intercepts
sshd and bash lines and re-emits them as structured RFC 5424 events:
login_success, session_opened, disconnect, connection_closed, command.
Parsers updated to accept non-nil PROCID (sshd uses PID).
The SSH honeypot logs commands via PROMPT_COMMAND logger as:
<14>1 ... bash - - - CMD uid=0 pwd=/root cmd=ls
These lines had service=bash and event_type=-, so the attacker worker
never recognized them as commands. Both the collector and correlation
parsers now detect the CMD pattern and normalize to service=ssh,
event_type=command, with uid/pwd/command in fields.
New GET /attackers/{uuid}/commands?limit=&offset=&service= endpoint
serves commands with server-side pagination and optional service filter.
AttackerDetail frontend fetches commands from this endpoint with
page controls. Service badge filter now drives both the API query
and the local fingerprint filter.
Clicking a service badge in the attacker detail view now filters the
commands and fingerprints sections on that page instead of navigating
away. Click again to clear. Header shows filtered/total counts.
API now accepts ?service=https to filter attackers by targeted service.
Service badges are clickable in both the attacker list and detail views,
navigating to a filtered view. Active filter shows as a dismissable tag.
Same (src_ip, event_type, fingerprint) tuple is now suppressed within a
5-minute window (configurable via DEDUP_TTL env var). Prevents the bounty
vault from filling up with identical JA3/JA4 rows from repeated connections.
TLS-wrapped variant of the HTTP honeypot. Auto-generates a self-signed
certificate on startup if none is provided. Supports all the same persona
options (fake_app, server_header, custom_body, etc.) plus TLS_CERT,
TLS_KEY, and TLS_CN configuration.
EHLO/HELO require a domain or address-literal argument. Previously
the server accepted bare EHLO with no argument and responded 250,
which deviates from the spec and makes the honeypot easier to
fingerprint.
The collector kept streaming stale container IDs after a redeploy,
causing new service logs to never reach decnet.log. Now _kill_api()
also matches and SIGTERMs any running decnet.cli collect process.
Every service's _log() called print() then write_syslog_file() which also
calls print(), causing every log line to appear twice in Docker logs. The
collector streamed both copies, doubling ingested events. Removed the
redundant print() from all 22 service server.py files.
Two bugs fixed:
- data_received only split on CRLF, so clients sending bare LF (telnet, nc,
some libraries) got no responses at all. Now splits on LF and strips
trailing CR, matching real Postfix behavior.
- AUTH PLAIN without inline credentials set state to "await_plain" but no
handler existed for that state, causing the next line to be dispatched as
a normal command. Added the missing state handler.
Migrate Attacker model from IP-based to UUID-based primary key with
auto-migration for old schema. Add GET /attackers (paginated, search,
sort) and GET /attackers/{uuid} API routes. Rewrite Attackers.tsx as
a card grid with full threat info and create AttackerDetail.tsx as a
dedicated detail page with back navigation, stats, commands table,
and fingerprints.
