A single archive of public exploit PoCs and vulnerability research writeups. At the time I post these, none have been reported. Feel free to report them yourself and take credit for the CVE if handed out lulz. Please do not abuse these. I do this so to allure people into the field, and I've always found this is the most efficient way.
This report summarizes scanner evidence for bikini/exploitarium, a Python project with 5,152 GitHub stars. SynthScan examined 29,612 lines of code across 154 source files, recording 80 pattern matches distributed across 9 syntactic categories. The legacy adjusted pattern signal is 4.8 (Low pattern signal); it is not an authorship estimate.
Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.
Use each vector to guide manual verification of the underlying findings.
Can maintainers explain intent, assumptions, and trade-offs? 36 finding(s).
Are imports declared and package/API names verified? 13 finding(s).
Are wrappers, guards, and repeated structures necessary? 48 finding(s).
Which changes need focused human review? 80 finding(s).
This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.
Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.
This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.
The scanner identified 80 distinct pattern matches across 9 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.
Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | nghttp2-nghttpx-upgrade-queue-poison-poc/poc.py | 88 | except OSError: | CODE |
| HIGH | openvpn-connect-echo-script-ace-poc/poc.py | 227 | except json.JSONDecodeError: | CODE |
| HIGH | gitea-act-runner-container-options-poc/poc.py | 114 | except FileNotFoundError: | CODE |
| HIGH | gitea-act-runner-container-options-poc/poc.py | 116 | except PermissionError: | CODE |
| HIGH | firefox-152.0.5-backup-nss-rce-poc/server.py | 30 | except (OSError, ValueError): | CODE |
| HIGH | redis-vset-duplicate-hnsw-id-rce-poc/poc.py | 475 | except FileNotFoundError: | CODE |
| HIGH | redis-vset-duplicate-hnsw-id-rce-poc/poc.py | 217 | except ValueError: | CODE |
| HIGH | redis-vset-duplicate-hnsw-id-rce-poc/poc.py | 542 | except Exception: | CODE |
| HIGH | redis-vset-duplicate-hnsw-id-rce-poc/poc.py | 438 | except Exception: | CODE |
| HIGH | libssh2-publickey-list-calc-poc/replay-calc-poc.py | 151 | except FileNotFoundError: | CODE |
| HIGH | …2-publickey-list-calc-poc/poc/live_publickey_server.py | 94 | except Exception: | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | nghttp2-nghttpx-upgrade-queue-poison-poc/poc.py | 272 | except Exception as exc: | CODE |
| LOW | floci-apigateway-vtl-rce-poc/poc.py | 144 | except Exception as exc: | CODE |
| LOW | gogs-admin-csrf-git-hook-rce-poc/poc.py | 213 | except Exception as exc: | CODE |
| LOW | nextcloud-federated-share-bearer-token-poc/poc.py | 265 | except Exception as error: | CODE |
| MEDIUM | nextcloud-federated-share-bearer-token-poc/poc.py | 60 | def require_json(result, label): | CODE |
| LOW | …cve-2026-55200-poc/poc/libpwn_cve_2026_55200_server.py | 462 | except Exception as exc: | CODE |
| LOW | …cve-2026-55200-poc/poc/libpwn_cve_2026_55200_server.py | 573 | except Exception as exc: | CODE |
| LOW | …cve-2026-55200-poc/poc/libpwn_cve_2026_55200_server.py | 631 | except Exception: | CODE |
| MEDIUM | …cve-2026-55200-poc/poc/libpwn_cve_2026_55200_server.py | 567 | def server_thread(): | CODE |
| LOW | discourse-scoped-api-key-preauth-bypass/poc.py | 162 | except Exception as error: | CODE |
| MEDIUM | discourse-scoped-api-key-preauth-bypass/poc.py | 47 | def parse_json(result, label): | CODE |
| LOW | redis-vset-duplicate-hnsw-id-rce-poc/poc.py | 347 | except Exception: | CODE |
| LOW | redis-vset-duplicate-hnsw-id-rce-poc/poc.py | 438 | except Exception: | CODE |
| LOW | redis-vset-duplicate-hnsw-id-rce-poc/poc.py | 522 | except Exception as e: | CODE |
| LOW | redis-vset-duplicate-hnsw-id-rce-poc/poc.py | 539 | except Exception: | CODE |
| LOW | redis-vset-duplicate-hnsw-id-rce-poc/poc.py | 542 | except Exception: | CODE |
| LOW | …2-publickey-list-calc-poc/poc/live_publickey_server.py | 88 | except Exception as exc: | CODE |
| LOW | …2-publickey-list-calc-poc/poc/live_publickey_server.py | 94 | except Exception: | CODE |
| MEDIUM | …2-publickey-list-calc-poc/poc/live_publickey_server.py | 71 | def serve_publickey_channel(channel, attrs_ptr, offsets, hold_seconds, done): | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …0.6-stock-page-native-calc-poc/full_chain_calc_tail.js | 4 | (async function runFullStockCalculatorChain() { | CODE |
| LOW | floci-apigateway-vtl-rce-poc/poc.py | 66 | def control_plane_authorization(args): | CODE |
| LOW | objdump-dlx-calc-poc/dlx_chain_builder.py | 220 | def _patch_negative_address_for_index(self, actual_idx): | CODE |
| LOW | discord-activity-stock-client-rce-poc/server.js | 5 | function normalizeRcePayloadOrigin(value) { | CODE |
| LOW | discord-activity-stock-client-rce-poc/exploit.html | 855 | function installElectronIpcPayload(markerAddr, payloadAddr) { | CODE |
| LOW | discord-activity-stock-client-rce-poc/exploit.html | 1145 | function installElectronIpcDirectPayload(markerAddr, payloadAddr) { | CODE |
| LOW | discord-activity-stock-client-rce-poc/exploit.html | 1278 | function installElectronIpcNativeInvokePayload(markerAddr, payloadAddr) { | CODE |
| LOW | discord-activity-stock-client-rce-poc/exploit.html | 1606 | function installPopupPolicyPatchPayload( | CODE |
| LOW | discord-activity-stock-client-rce-poc/exploit.html | 1949 | function installCreateProcessPayload(markerAddr, payloadAddr) { | CODE |
| LOW | discord-activity-stock-client-rce-poc/exploit.html | 2103 | function installExitProcessPayload(markerAddr) { | CODE |
| LOW | discord-activity-stock-client-rce-poc/exploit.html | 2185 | function scanJitEntrypointForMarkers(entry) { | CODE |
| LOW | …-limited-acp-to-admin/poc/mybb_limited_acp_to_admin.py | 134 | def response_has_access_denied(body: str) -> bool: | CODE |
| LOW | …cve-2026-55200-poc/poc/libpwn_cve_2026_55200_server.py | 358 | def model_vulnerable_c_expression(packet_length, mac_len=DEFAULT_MAC_LEN, auth_len=DEFAULT_AUTH_LEN): | CODE |
| LOW | redis-vset-duplicate-hnsw-id-rce-poc/poc.py | 110 | def payload_two_stale_for_write() -> bytes: | CODE |
| LOW | …2-publickey-list-calc-poc/poc/live_publickey_server.py | 39 | def malformed_publickey_response(): | CODE |
| LOW | …2-publickey-list-calc-poc/poc/live_publickey_server.py | 118 | def check_channel_subsystem_request(self, channel, name): | CODE |
| LOW⚡ | ghidra-12.1.2-rce-ace-calc-poc/pocs/calc_helper.py | 37 | def calc_python_eval_expression() -> str: | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH⚡ | ghidra-12.1.2-rce-ace-calc-poc/pocs/calc_helper.py | 34 | return "xcalc || gnome-calculator || kcalc || qalculate-gtk" | CODE |
| HIGH⚡ | ghidra-12.1.2-rce-ace-calc-poc/pocs/calc_helper.py | 44 | args = "['sh', '-lc', 'xcalc || gnome-calculator || kcalc || qalculate-gtk']" | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …p857-streambucket-soap-rce-rpoc/evidence/gdb-proof.txt | 1 | PHP 8.5.7 release build, PIE base fixed by debugger for replay. | COMMENT |
| LOW | qemu-cxl-type3-mailbox-escape-poc/stage2.c | 21 | #define MBOX_BG_STS (MAILBOX + 0x18u) | COMMENT |
| LOW | …dlta-calc-poc/poc/ffmpeg_rasc_dlta_calc_poc_portable.c | 1 | #include <inttypes.h> | COMMENT |
| LOW | …peg-rasc-dlta-calc-poc/poc/ffmpeg_rasc_dlta_calc_poc.c | 1 | #include <inttypes.h> | COMMENT |
| LOW | …eg-rasc-dlta-calc-poc/evidence/current-master-asan.txt | 21 | #0 posix_memalign | COMMENT |
| LOW | systeminformer-phsvc-trusted-host-lpe-poc/poc.c | 1 | #include <windows.h> | COMMENT |
| LOW | c-ares-tcp-uaf-calc-poc/poc/cares_tcp_uaf_calc_poc.c | 1 | #include <arpa/inet.h> | COMMENT |
| LOW | c-ares-tcp-uaf-calc-poc/evidence/main-c93e50f3-gdb.txt | 1 | Target: c-ares upstream main | COMMENT |
| LOW | …t-calc-poc/poc/publickey_win32_heap_groom_calc_repro.c | 1 | #include <winsock2.h> | COMMENT |
| LOW | …lickey-list-calc-poc/poc/live_publickey_client_win64.c | 1 | #define WIN32_LEAN_AND_MEAN | COMMENT |
| LOW | …lc-poc/poc/publickey_win64_arbitrary_free_calc_repro.c | 1 | #include <winsock2.h> | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | openvpn-connect-echo-script-ace-poc/poc.py | 1 | CODE | |
| LOW | …-limited-acp-to-admin/poc/mybb_limited_acp_to_admin.py | 1 | CODE | |
| LOW | …sh2-cve-2026-55200-poc/poc/libpwn_local_rce_exploit.py | 7 | CODE | |
| LOW | 7zip-rar5-motw-chain-poc/poc.py | 1 | CODE | |
| LOW | gitea-act-runner-container-options-poc/poc.py | 9 | CODE | |
| LOW | flowise-mcp-env-case-bypass-poc/poc.py | 8 | CODE | |
| LOW | firefox-152.0.5-backup-nss-rce-poc/server.py | 1 | CODE | |
| LOW | firefox-152.0.5-backup-nss-rce-poc/build_backup.py | 1 | CODE | |
| LOW | redis-vset-duplicate-hnsw-id-rce-poc/poc.py | 1 | CODE | |
| LOW | ghidra-12.1.2-rce-ace-calc-poc/pocs/calc_helper.py | 2 | CODE | |
| LOW | …-rce-ace-calc-poc/pocs/ace_swift_demangler_calc_poc.py | 7 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | nghttp2-nghttpx-upgrade-queue-poison-poc/poc.py | 121 | CODE | |
| LOW | curl-smtp-expn-recipient-crlf-injection/run_demo.py | 78 | CODE | |
| LOW | objdump-dlx-calc-poc/generate_objdump_dlx_calc_poc.py | 95 | CODE | |
| LOW | …ve-zip-debuginfod-size-boundary/make_debuginfod_zip.py | 227 | CODE | |
| LOW | redis-vset-duplicate-hnsw-id-rce-poc/poc.py | 207 | CODE | |
| LOW | redis-vset-duplicate-hnsw-id-rce-poc/poc.py | 400 | CODE | |
| LOW | …ace-calc-poc/pocs/rce_tracermi_conditional_calc_poc.py | 42 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | libssh2-cve-2026-55200-poc/README.md | 1 | # libssh2 CVE-2026-55200 PoC and local RCE scaffold | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …-limited-acp-to-admin/poc/mybb_limited_acp_to_admin.py | 46 | def set_adminsid(self, adminsid: str) -> None: | CODE |