# Source Registry — Mode B Addendum (2026-05-08) > Mode B Solution Assessment of `_docs/01_solution/solution_draft01.md`. New sources gathered for findings F1–F20; Mode A sources #1–#121 remain canonical and are not duplicated. > > Index: [`00_summary.md`](00_summary.md). Mode B fact cards: [`../02_fact_cards/MODEB_addendum.md`](../02_fact_cards/MODEB_addendum.md). Mode B fit-matrix revisions: [`../06_component_fit_matrix/MODEB_revisions.md`](../06_component_fit_matrix/MODEB_revisions.md). Mode B output: [`../../01_solution/solution_draft02.md`](../../01_solution/solution_draft02.md). ## New Sources | # | Title | Tier | Binding | |---|-------|------|---------| | 122 | HKUST-Aerial-Robotics/VINS-Mono LICENCE file (canonical, master branch) — GNU GPL Version 3 | L1 (verified raw LICENCE on github.com) | C1 candidate-table license-correction (F11/F15). Confirms VINS-Mono is **GPL-3.0**, not BSD-permissive as draft01 claims. Cross-confirms Mode A C1 Fact #28 against Mode A draft01 deliverable. | | 123 | MegaLoc — "One Retrieval to Place Them All" (Berton & Masone, arXiv:2502.17237; CVPR 2025 Image Matching workshop; gmberton/megaloc repo, MIT) | L1 | C2 D-C2-11 candidate (F16). torch.hub install path; MIT license; SOTA on multiple VPR datasets; combines existing methods + training techniques + datasets into a unified retrieval model. | | 124 | UltraVPR — "Unsupervised Lightweight Rotation-Invariant Aerial VPR" (cbbhuxx/UltraVPR repo, MIT; published RAL 2025; ICRA 2026) | L1 | C2 D-C2-11 alternative (F17). MIT license; **44 Hz on Jetson Orin NX (close cousin of Orin Nano Super)** via ONNX export; rotation-invariant; specifically designed for UAV; validated on VPAir + UAV-VisLoc datasets — directly relevant to the project's pinned operating context. | | 125 | AirZoo — "Unified Large-Scale Dataset for Grounding Aerial Geometric 3D Vision" (arXiv:2604.26567v1, 2026) | L1 | C2 evidence base for MegaLoc on aerial domain (F16). Demonstrates that fine-tuning MegaLoc on aerial data yields substantial performance gains for aerial image retrieval and cross-view matching. | | 126 | NVD CVE-2026-1579 — MAVLink protocol Missing Authentication for Critical Function (CVSS 9.8 CRITICAL) | L1 | New cross-cutting security gate (F18). MAVLink lacks cryptographic authentication by default; an unauthenticated party with MAVLink interface access can send arbitrary commands including SERIAL_CONTROL for interactive shell. **Mitigation: enable MAVLink 2.0 message signing.** Affects ArduPilot Plane and PX4; iNav has only partial MAVLink support and does not implement message signing. | | 127 | NVD CVE-2025-53644 — OpenCV uninitialized variable on stack reading crafted JPEG (CVSS 9.8 CRITICAL) | L1 | C4 OpenCV pin update (F19). Affects 4.10.0 / 4.11.0; **fixed in 4.12.0**. Draft01 says "OpenCV 4.x" — must pin **≥4.12.0**. Triggers heap-buffer-write via crafted JPEG file load — relevant if any image format reaching OpenCV originates from uncertain provenance (e.g., tile cache import, FDR thumbnail re-load). | | 128 | ArduPilot MAVLink2 Signing — Plane documentation (`ardupilot.org/plane/docs/common-MAVLink2-signing.html`) + Issue #28736 channel-specific signing PR #29546 (March 2025) | L1 | F18 mitigation evidence. Confirms ArduPilot supports MAVLink2 signing via Mission Planner SETUP > Advanced > "Mavlink Signing" menu; non-USB serial ports can be configured to only respond to MAVLink commands carrying the correct passkey; PR #29546 adds bitmask parameter to enable/disable signing per channel for wired companion-computer connections. | | 129 | iNav MAVLink Wiki (`iNavFlight/inav/wiki/Mavlink`) | L1 | F18 cross-FC asymmetry (verified 2026-05-08 via web search). iNav has partial MAVLink support and **does NOT implement MAVLink message signing**. Companion-FC inbound on iNav is MSP2 (not MAVLink) so signing-gap is on the outbound MAVLink telemetry side, not the inbound external-positioning path — but cross-FC asymmetry is still material for AC-NEW-7 and the GCS link. | | 130 | ArduPilot common-ekf-sources.rst + PR #18345 (`MAV_CMD_SET_EKF_SOURCE_SET`) — explicit "no GCSs are currently known to implement this" (verified 2026-05-08) | L1 | F8 D-C8-2 evidence (cross-confirms Mode A SQ6 Fact #3). Re-verifies on 2026-05-08 web search that ArduPilot supports the command at firmware level (since August 2021) but **no production-deployed GCS or companion is documented as implementing the companion-driven switch pattern** the project plans to use. Pattern is therefore **novel for a deployed production system** — confirms Mode A characterization but elevates to risk-graded selection. | | 131 | XoFTR — "Cross-modal Feature Matching Transformer" (arXiv:2404.09692) + 2026 SAR-optical satellite registration benchmark (arXiv:2604.10217) | L2 | F20 contrarian-evidence reference. Cross-modal matcher; achieved lowest mean error (3.0 px) on SpaceNet9 SAR-optical training scenes among 24 pretrained matcher families benchmarked. **Important contrarian finding: matchers without explicit cross-modal training sometimes performed comparably**, suggesting foundation-model features (like DINOv2) provide modality invariance — reinforces SelaVPR (DINOv2-L) over MixVPR (CNN-only) on the BSD/permissive C2 axis when cross-domain UAV→satellite registration is the binding stress test. | --- ## Verification audit-trail (mandatory per `00_question_decomposition.md` Step 0.5 cross-validation rule) | Source | Independent corroboration | |---|---| | #122 (VINS-Mono GPL-3.0) | Cross-confirms Mode A C1 Fact #28 (`02_fact_cards/C1_vio.md`) which already classified VINS-Mono as GPL-3.0; the discrepancy was inside the deliverable layer (`solution_draft01.md` C1 candidate table), not the evidence layer. Both Mode A C1 Fact #28 and Source #122 agree. | | #123 (MegaLoc) | arXiv preprint + CVPR 2025 workshop + GitHub repo + Hugging Face — three-independent-source confirmation per Critical-novelty cross-validation rule. | | #124 (UltraVPR) | RAL 2025 IEEE journal publication + ICRA 2026 + GitHub repo with pre-trained ONNX weights — three independent sources. | | #125 (AirZoo) | arXiv preprint April 2026 — single source; treated as ⚠️ Medium confidence pending second cross-validation. | | #126 (CVE-2026-1579) | NVD official entry + CISA ICS Advisory ICSA-26-090-02 + PX4 GHSA-fh32-qxj9-x32f — three-source confirmation; Critical CVSS. | | #127 (CVE-2025-53644) | NVD official entry; OpenCV release notes confirming 4.12.0 fix — two-source confirmation. | | #128 (ArduPilot MAVLink2 signing) | Official Plane documentation + Issue #28736 + PR #29546 — three-source confirmation. | | #129 (iNav no signing) | iNav wiki (frogmane edited 2025-12-11) — single authoritative source per project convention; iNav wiki is the canonical iNav reference per Mode A SQ6 source #10. | | #130 (companion-driven EKF source switch) | ArduPilot official ekf-sources doc + PR #18345 + cross-confirms SQ6 Mode A Source #3 already-documented "no GCSs known to implement". Three-source confirmation. | | #131 (XoFTR cross-modal) | arXiv preprint + 2026 SAR-optical benchmark study (arXiv:2604.10217) — two-source confirmation. |