Claude 24f816b6a3
Consolidate 22 sibling repos into layered organism structure
Place useful parts of the surrounding repos into sica-fondt by layer, per the
body model (Ada = membrane; brain/endocrine/capabilities/knowledge non-Ada):

- brain/        LLM reasoning + providers (dapr, hermes, MoMoA)
- capabilities/ REPRAG sidecars: hermes tools/skills, dapr tools, parallel
                dispatch, A51 channels, and the OSINT cluster
- knowledge/    LORAG corpus: 754 cyber-skills, agency personas, secure-coding,
                MITRE ATT&CK data
- reference/    defensive threat-reference (C3, shhbruh doc) + AdaYaml parser

License handling: AGPL sources (worldosint, advanced_evolution, mercury,
Reticulum) and GPL DeTTECT are SPEC-only clean-room/port descriptions — no
copyleft code copied. MIT/Apache/data parts copied as working trees.

Safety: shhbruh escape/persistence material and C3 covert-C2 kept as reference
only, not wired into the running organism. See CONSOLIDATION.md.

https://claude.ai/code/session_01UehUqEXXJJCsHoA4voCU5c
2026-06-10 06:53:01 +00:00

1.6 KiB

API Reference: Performing DNS Tunneling Detection

scapy (DNS Packet Analysis)

from scapy.all import rdpcap, DNS, DNSQR, DNSRR, sniff

# Read from PCAP
packets = rdpcap("traffic.pcap")
for pkt in packets:
    if pkt.haslayer(DNSQR):
        qname = pkt[DNSQR].qname.decode()
        qtype = pkt[DNSQR].qtype  # 1=A, 16=TXT, 28=AAAA

# Live capture
def dns_callback(pkt):
    if pkt.haslayer(DNSQR):
        print(pkt[DNSQR].qname)

sniff(filter="udp port 53", prn=dns_callback, count=100)

Shannon Entropy Calculation

import math
from collections import Counter

def shannon_entropy(data):
    counter = Counter(data)
    length = len(data)
    return -sum((c/length) * math.log2(c/length)
                for c in counter.values())

# Normal domain: ~2.5-3.5 bits
# DNS tunnel:    ~4.0-5.0 bits

DNS Tunneling Indicators

Indicator Threshold Rationale
Subdomain entropy > 3.8 Encoded/encrypted data
Query length > 50 chars Payload in subdomain
TXT queries/domain > 20/hour Data channel
Unique subdomains > 50/parent Encoded sessions
Digit ratio > 0.4 Base64/hex encoding

Common DNS Tunnel Tools

Tool Encoding Record Types
iodine Base128 NULL, TXT, CNAME
dnscat2 Hex/CNAME TXT, MX, CNAME
dns2tcp Base64 TXT, KEY

References