Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T20:39:58.726973Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 2 inbound Pith citation observations for arXiv:2511.19558.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T20:39:58.726973Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-20T11:26:55.810822Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
47 of 47 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation 899e252d-72c6-4dee-aa1c-76b7371048fb · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Qwen-Image Technical Report
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51e926e9-ec78-49bf-bfe2-311d3ce6bcdc · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation High-resolution image synthesis with latent diffusion models
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b49f4c2-ae40-4687-9f7c-c81ab49de5d6 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Safe latent diffusion: Mitigat- ing inappropriate degeneration in diffusion models
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb7ab05f-eb70-4ae7-bc9d-c86c5dba3377 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Extracting training data from diffusion models
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32c9cb6b-a9d1-490d-9139-8497229fd798 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Understanding and mitigating copying in diffusion models.NeurIPS, 2023
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98fa3c51-6eab-4d46-b9ed-ba0b924bc015 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Memorized Images in Diffusion Models share a Subspace that can be Located and Deleted
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea094162-9b9e-480a-bc15-957a3bf3109d · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Latent guard: a safety framework for text-to-image generation
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cea8bd9-3def-4341-9a51-c661a47edae4 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Unsafe diffusion: On the generation of unsafe images and hateful memes from text-to-image models
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b63d3fca-2132-4e5e-bf0a-89afb04501d0 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Safe vision- language models via unsafe weights manipulation.arXiv preprint arXiv:2503.11742, 2025
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21840955-369a-45b7-aa15-c30b1ecbe48b · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Safe- clip: Removing nsfw concepts from vision-and-language models
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7209ebe8-bdc9-4293-9377-e9cd06cd980c · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Reliable and efficient concept erasure of text-to-image diffusion models
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 358932ad-b8e5-472f-af79-495abbe31592 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Mace: Mass concept erasure in diffusion models
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 138f989b-214f-4398-85a7-9ab97ef6366c · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36fda920-84e9-4d87-b73b-c48bb3415370 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Scissorhands: Scrub data influence via connection sensitivity in networks
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cc03dcc-d476-498f-9fe9-64c8fada524a · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Erasing undesirable influence in diffusion models
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce980f7e-f285-4ddb-a93d-1b3120abcbb3 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Erasing concepts from dif- fusion models
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d38f9121-287e-479e-b8b9-c1b97febbb56 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Stereo: Towards adversari- ally robust concept erasing from text-to-image genera- tion models.arXiv e-prints, 2024
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab87e50c-307c-44d1-b797-981524aba118 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 043b3518-5053-4726-90d4-e67d4e98b8de · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Sneakyprompt: Jailbreaking text-to-image generative models
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47408859-aa80-4eee-be67-b19190f44287 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Modifier unlocked: Jailbreaking text-to-image models through prompts
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 471cd9c5-bb72-4b05-8d50-054b66eaa6ce · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Jailbreaking prompt attack: A controllable adversarial attack against diffu- sion models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e72f6d2a-f4b9-4870-b2f8-3ffa200568f2 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation The illusion of unlearning: The unstable nature of machine unlearning in text-to-image diffusion models
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3cd0aae-cb09-4903-a31c-6e4405f1b0fe · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Unstable un- learning: The hidden risk of concept resurgence in diffu- sion models
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e34a4be4-d1ee-40b2-8047-61862c5b419a · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation To- wards resilient safety-driven unlearning for diffusion models against downstream fine-tuning.arXiv preprint arXiv:2507.16302, 2025
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f24228a7-98d0-4ec1-a971-e30311de1ec0 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Lora: Low-rank adaptation of large language mod- els.ICLR, 2022
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30d7bcaa-4253-4036-97eb-55afb8a36dad · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Forget-me-not: Learning to forget in text-to-image diffusion models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce310a91-53b3-49d5-af48-be22babd914c · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Defensive unlearning with adversarial training for robust concept erasure in diffusion models
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db0c6de9-0cd2-4b6c-bffa-77c2cb52b508 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation One-dimensional adapter to rule them all: Concepts diffusion models and erasing applications
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a91a6d4-7109-4d00-bee2-4dcac8f2022a · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Unified con- cept editing in diffusion models
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed4dde46-1128-49aa-90bb-18dbef7dc171 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Learning transferable visual models from natural lan- guage supervision
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b9bfb1d-7dc5-4131-8c28-9bc6d879e655 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Unlearning vision trans- formers without retaining data via low-rank decomposi- tions
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5110894-ce44-4278-95c7-68acfb5e4dd5 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e57bec4c-a0e9-4550-99d4-5656afd8cd40 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Beavertails: Towards im- proved safety alignment of llm via a human-preference dataset.NeurIPS, 2023
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64e3bf64-57c2-42e5-8edb-99edc97f3b16 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation To- wards understanding the fragility of multilingual llms against fine-tuning attacks
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71bbf285-6a37-4ee9-b441-c0f8fcb9f5b1 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f074efa-4383-472e-9821-b3c109e6fc1c · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcb84d93-b875-4e9f-999d-a00e95bfe264 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Nudenet: Nsfw object detection for tfjs and nodejs
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a781b074-3156-48d9-8cff-35e35bdff06a · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 277741e1-2ec0-4d20-b101-a6e60fa24eff · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e00af068-3178-4302-b12a-73abe2793417 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Microsoft coco: Common objects in context
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13ffa646-b567-4b33-b85a-3de467baccd4 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Comprehensive Assessment and Analysis for NSFW Content Erasure in Text-to-Image Diffusion Models
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 560b3410-c583-43f3-87c6-425c0ef0c123 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation T2isafety: Benchmark for assessing fairness, toxicity, and privacy in image generation
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c6e4b86-f150-43cc-ac2b-36cedc883146 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Stable diffusion 2.1 release notes.https: //stability.ai/blog/stable-diffusion- 2-1-release, 2022
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39081c2a-2220-41ad-8856-dbb8f609bd60 · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Nih chest x-ray dataset.https://www.kaggle.com/datasets/ nih-chest-xrays/data, 2018
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de0708e8-8f03-417d-b0e7-4630e5ef730e · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Brain tumor mri dataset
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68526b1a-7ed8-437e-9f4f-19c6adc50b0e · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation Stable diffusion 2.1 release notes.https: //stability.ai/blog/stable-diffusion- 2-1-release, 2022
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 356ae770-f4e1-4225-9520-3c6c6b384dbb · outbound
SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 307a12bd-bf81-4a06-8c05-07eb4189f489 · inbound
Projected Gradient Unlearning for Text-to-Image Diffusion Models: Defending Against Concept Revival Attacks SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6b87137f-5c04-4a71-8b61-568e350f0914 · inbound
SafeDiffusion-R1: Online Reward Steering for Safe Diffusion Post-Training SPQR: A Multi-Dimensional Benchmark for Safety Alignment under Benign Model Adaptation
Reference 100
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.