type stringclasses 2
values | harness stringclasses 1
value | id stringclasses 1
value | name stringclasses 1
value | message dict |
|---|---|---|---|---|
session | trackio | agent_run | Agent repro run 2026-08-03 00:36 UTC | null |
message | null | null | null | {
"role": "system",
"content": "Event",
"timestamp": 1785717414576
} |
message | null | null | null | {
"role": "assistant",
"content": "[Claim 0 — Multimodal models are more susceptible to membership inference]\n# Claim 0 — Multimodal models are more susceptible to membership inference\n\n| Field | Value |\n|---|---|\n| Claim | Multimodal models are inherently more susceptible to membership inference attacks due t... |
message | null | null | null | {
"role": "assistant",
"content": "[Claim 1 — Attacking the dominant modality suffices]\n# Claim 1 — Attacking the dominant modality suffices\n\n| Field | Value |\n|---|---|\n| Claim | Attacking the dominant modality achieves comparable attack accuracy to attacking all modalities, with lower computational overhead.... |
message | null | null | null | {
"role": "assistant",
"content": "[Claim 2 — Different modalities expose distinct membership patterns]\n# Claim 2 — Different modalities expose distinct membership patterns\n\n| Field | Value |\n|---|---|\n| Claim | Different modalities expose distinct membership patterns within multimodal federated learning syste... |
message | null | null | null | {
"role": "assistant",
"content": "[Reproducing p3Cgr7EgTZ (ICML 2026)]\n# Reproducing p3Cgr7EgTZ (ICML 2026)\n\n| Field | Value |\n|---|---|\n| Paper ID | p3Cgr7EgTZ |\n| Title | Membership-inference susceptibility in multimodal models |\n| Area | Multimodal machine learning; privacy; membership inference |\n| HF ... |
message | null | null | null | {
"role": "system",
"content": "Event",
"timestamp": 1785717414576
} |
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