microsoft · Enes Deniz (3nesdeniz) · Aug 12, 2026
diff --git a/doc/bibliography.md b/doc/bibliography.md
@@ -5,6 +5,6 @@ All academic papers, research blogs, and technical reports referenced throughout
 :::{dropdown} Citation Keys
 :class: hidden-citations
 
-[@aakanksha2024multilingual; @adversaai2023universal; @andriushchenko2024tense; @anthropic2024manyshot; @aqrawi2024singleturncrescendo; @atr2026; @bethany2024mathprompt; @bhardwaj2023harmfulqa; @bhardwaj2024homer; @boucher2023trojan; @brahman2024coconot; @bryan2025agentictaxonomy; @bullwinkel2025airtlessons; @bullwinkel2025repeng; @bullwinkel2026trigger; @chao2023pair; @chao2024jailbreakbench; @choi2026xlsafetybench; @cui2024orbench; @darkbench2025; @derczynski2024garak; @ding2023wolf; @embracethered2024unicode; @embracethered2025sneakybits; @gehman2020realtoxicityprompts; @ghosh2025aegis; @ghosh2025ailuminate; @gong2025figstep; @gupta2024walledeval; @haider2024phi3safety; @han2024medsafetybench; @han2024wildguard; @hiddenlayer2025policypuppetry; @hines2024spotlighting; @inie2025summon; @ji2023beavertails; @ji2024pkusaferlhf; @jiang2025sosbench; @jones2025computeruse; @kingma2014adam; @li2024drattack; @li2024mossbench; @li2024saladbench; @li2024wmdp; @lin2023toxicchat; @liu2024flipattack; @liu2024mmsafetybench; @lopez2024pyrit; @luo2024jailbreakv; @lv2024codechameleon; @mazeika2023tdc; @mazeika2024harmbench; @mckee2024transparency; @mehrotra2023tap; @microsoft2024skeletonkey; @odin2024; @palaskar2025vlsu; @pfohl2024equitymedqa; @promptfoo2025ccp; @robustintelligence2024bypass; @roccia2024promptintel; @rottger2023xstest; @rottger2025msts; @russinovich2024crescendo; @russinovich2025cca; @russinovich2025price; @scheuerman2025transphobia; @shaikh2022second; @shayegani2025computeruse; @shen2023donotanything; @sheshadri2024lat; @souly2024strongreject; @stok2023ansi; @tan2026comicjailbreak; @tang2025multilingual; @tedeschi2024alert; @vantaylor2024socialbias; @vidgen2023simplesafetytests; @wang2023decodingtrust; @wang2023donotanswer; @wang2025siuo; @wang2026visualleakbench; @wei2023jailbroken; @xie2024sorrybench; @yu2023gptfuzzer; @yuan2023cipherchat; @zeng2024persuasion; @zeng2024shieldgemma; @zhang2024cbtbench; @ziems2022mic; @zong2024vlguard; @zou2023gcg]
+[@aakanksha2024multilingual; @adversaai2023universal; @andriushchenko2024tense; @anthropic2024manyshot; @aqrawi2024singleturncrescendo; @atr2026; @bethany2024mathprompt; @bhardwaj2023harmfulqa; @bhardwaj2024homer; @boucher2023trojan; @brahman2024coconot; @bryan2025agentictaxonomy; @bullwinkel2025airtlessons; @bullwinkel2025repeng; @bullwinkel2026trigger; @chao2023pair; @chao2024jailbreakbench; @choi2026xlsafetybench; @cui2024orbench; @darkbench2025; @deniz2026turkishpromptinjection; @derczynski2024garak; @ding2023wolf; @embracethered2024unicode; @embracethered2025sneakybits; @gehman2020realtoxicityprompts; @ghosh2025aegis; @ghosh2025ailuminate; @gong2025figstep; @gupta2024walledeval; @haider2024phi3safety; @han2024medsafetybench; @han2024wildguard; @hiddenlayer2025policypuppetry; @hines2024spotlighting; @inie2025summon; @ji2023beavertails; @ji2024pkusaferlhf; @jiang2025sosbench; @jones2025computeruse; @kingma2014adam; @li2024drattack; @li2024mossbench; @li2024saladbench; @li2024wmdp; @lin2023toxicchat; @liu2024flipattack; @liu2024mmsafetybench; @lopez2024pyrit; @luo2024jailbreakv; @lv2024codechameleon; @mazeika2023tdc; @mazeika2024harmbench; @mckee2024transparency; @mehrotra2023tap; @microsoft2024skeletonkey; @odin2024; @palaskar2025vlsu; @pfohl2024equitymedqa; @promptfoo2025ccp; @robustintelligence2024bypass; @roccia2024promptintel; @rottger2023xstest; @rottger2025msts; @russinovich2024crescendo; @russinovich2025cca; @russinovich2025price; @scheuerman2025transphobia; @shaikh2022second; @shayegani2025computeruse; @shen2023donotanything; @sheshadri2024lat; @souly2024strongreject; @stok2023ansi; @tan2026comicjailbreak; @tang2025multilingual; @tedeschi2024alert; @vantaylor2024socialbias; @vidgen2023simplesafetytests; @wang2023decodingtrust; @wang2023donotanswer; @wang2025siuo; @wang2026visualleakbench; @wei2023jailbroken; @xie2024sorrybench; @yu2023gptfuzzer; @yuan2023cipherchat; @zeng2024persuasion; @zeng2024shieldgemma; @zhang2024cbtbench; @ziems2022mic; @zong2024vlguard; @zou2023gcg]
 
 :::
diff --git a/doc/references.bib b/doc/references.bib
@@ -39,6 +39,15 @@ @article{tedeschi2024alert
   url       = {https://arxiv.org/abs/2404.08676},
 }
 
+@misc{deniz2026turkishpromptinjection,
+  title     = {Turkish Prompt-Injection Dataset},
+  author    = {Enes Deniz},
+  year      = {2026},
+  howpublished = {Hugging Face},
+  url       = {https://huggingface.co/datasets/3nesdeniz/turkish-prompt-injection-1k},
+  note      = {CC BY 4.0},
+}
+
 @article{derczynski2024garak,
   title     = {garak: A Framework for Security Probing Large Language Models},
   author    = {Leon Derczynski and Erick Galinkin and Jeffrey Martin and Subho Majumdar and Nanna Inie},

diff --git a/pyrit/datasets/seed_datasets/remote/__init__.py b/pyrit/datasets/seed_datasets/remote/__init__.py
@@ -17,12 +17,20 @@
     ATRVariationType,
     _AgentThreatRulesDataset,
 )
-from pyrit.datasets.seed_datasets.remote.aya_redteaming_dataset import _AyaRedteamingDataset
-from pyrit.datasets.seed_datasets.remote.babelscape_alert_dataset import _BabelscapeAlertDataset
+from pyrit.datasets.seed_datasets.remote.aya_redteaming_dataset import (
+    _AyaRedteamingDataset,
+)
+from pyrit.datasets.seed_datasets.remote.babelscape_alert_dataset import (
+    _BabelscapeAlertDataset,
+)
 from pyrit.datasets.seed_datasets.remote.beaver_tails_dataset import _BeaverTailsDataset
-from pyrit.datasets.seed_datasets.remote.categorical_harmful_qa_dataset import _CategoricalHarmfulQADataset
+from pyrit.datasets.seed_datasets.remote.categorical_harmful_qa_dataset import (
+    _CategoricalHarmfulQADataset,
+)
 from pyrit.datasets.seed_datasets.remote.cbt_bench_dataset import _CBTBenchDataset
-from pyrit.datasets.seed_datasets.remote.ccp_sensitive_prompts_dataset import _CCPSensitivePromptsDataset
+from pyrit.datasets.seed_datasets.remote.ccp_sensitive_prompts_dataset import (
+    _CCPSensitivePromptsDataset,
+)
 from pyrit.datasets.seed_datasets.remote.coconot_dataset import (
     CoCoNotCategory,
     CoCoNotSplit,
@@ -41,9 +49,17 @@
     _DecodingTrustToxicityDataset,
 )
 from pyrit.datasets.seed_datasets.remote.equitymedqa_dataset import _EquityMedQADataset
-from pyrit.datasets.seed_datasets.remote.figstep_dataset import FigStepCategory, FigStepVariant, _FigStepDataset
-from pyrit.datasets.seed_datasets.remote.forbidden_questions_dataset import _ForbiddenQuestionsDataset
-from pyrit.datasets.seed_datasets.remote.garak_audio_dataset import _GarakAudioAchillesHeelDataset
+from pyrit.datasets.seed_datasets.remote.figstep_dataset import (
+    FigStepCategory,
+    FigStepVariant,
+    _FigStepDataset,
+)
+from pyrit.datasets.seed_datasets.remote.forbidden_questions_dataset import (
+    _ForbiddenQuestionsDataset,
+)
+from pyrit.datasets.seed_datasets.remote.garak_audio_dataset import (
+    _GarakAudioAchillesHeelDataset,
+)
 from pyrit.datasets.seed_datasets.remote.garak_package_hallucination_dataset import (
     _GarakCratesDataset,
     _GarakDartDataset,
@@ -58,27 +74,51 @@
     _GarakTmSystemPromptDataset,
 )
 from pyrit.datasets.seed_datasets.remote.harmbench_dataset import _HarmBenchDataset
-from pyrit.datasets.seed_datasets.remote.harmbench_multimodal_dataset import _HarmBenchMultimodalDataset
+from pyrit.datasets.seed_datasets.remote.harmbench_multimodal_dataset import (
+    _HarmBenchMultimodalDataset,
+)
 from pyrit.datasets.seed_datasets.remote.harmful_qa_dataset import _HarmfulQADataset
-from pyrit.datasets.seed_datasets.remote.hixstest_dataset import HiXSTestLanguage, _HiXSTestDataset
-from pyrit.datasets.seed_datasets.remote.jailbreakv_28k_dataset import _JailbreakV28KDataset
-from pyrit.datasets.seed_datasets.remote.jailbreakv_redteam_2k_dataset import _JailbreakVRedteam2KDataset
-from pyrit.datasets.seed_datasets.remote.jbb_behaviors_dataset import _JBBBehaviorsDataset
-from pyrit.datasets.seed_datasets.remote.librai_do_not_answer_dataset import _LibrAIDoNotAnswerDataset
+from pyrit.datasets.seed_datasets.remote.hixstest_dataset import (
+    HiXSTestLanguage,
+    _HiXSTestDataset,
+)
+from pyrit.datasets.seed_datasets.remote.jailbreakv_28k_dataset import (
+    _JailbreakV28KDataset,
+)
+from pyrit.datasets.seed_datasets.remote.jailbreakv_redteam_2k_dataset import (
+    _JailbreakVRedteam2KDataset,
+)
+from pyrit.datasets.seed_datasets.remote.jbb_behaviors_dataset import (
+    _JBBBehaviorsDataset,
+)
+from pyrit.datasets.seed_datasets.remote.librai_do_not_answer_dataset import (
+    _LibrAIDoNotAnswerDataset,
+)
 from pyrit.datasets.seed_datasets.remote.llm_latent_adversarial_training_dataset import (
     _LLMLatentAdversarialTrainingDataset,
 )
-from pyrit.datasets.seed_datasets.remote.medsafetybench_dataset import _MedSafetyBenchDataset
-from pyrit.datasets.seed_datasets.remote.mlcommons_ailuminate_dataset import _MLCommonsAILuminateDataset
+from pyrit.datasets.seed_datasets.remote.medsafetybench_dataset import (
+    _MedSafetyBenchDataset,
+)
+from pyrit.datasets.seed_datasets.remote.mlcommons_ailuminate_dataset import (
+    _MLCommonsAILuminateDataset,
+)
 from pyrit.datasets.seed_datasets.remote.mm_safetybench_dataset import (
     MMSafetyBenchCategory,
     MMSafetyBenchVariant,
     _MMSafetyBenchDataset,
 )
-from pyrit.datasets.seed_datasets.remote.moral_integrity_corpus_dataset import _MICDataset
-from pyrit.datasets.seed_datasets.remote.mossbench_dataset import MossBenchOversensitivityType, _MossBenchDataset
+from pyrit.datasets.seed_datasets.remote.moral_integrity_corpus_dataset import (
+    _MICDataset,
+)
+from pyrit.datasets.seed_datasets.remote.mossbench_dataset import (
+    MossBenchOversensitivityType,
+    _MossBenchDataset,
+)
 from pyrit.datasets.seed_datasets.remote.msts_dataset import _MSTSDataset
-from pyrit.datasets.seed_datasets.remote.multilingual_vulnerability_dataset import _MultilingualVulnerabilityDataset
+from pyrit.datasets.seed_datasets.remote.multilingual_vulnerability_dataset import (
+    _MultilingualVulnerabilityDataset,
+)
 from pyrit.datasets.seed_datasets.remote.odin_dataset import (
     ODINSecurityBoundary,
     ODINSeverity,
@@ -90,24 +130,47 @@
     _ORBenchHardDataset,
     _ORBenchToxicDataset,
 )
-from pyrit.datasets.seed_datasets.remote.pku_safe_rlhf_dataset import _PKUSafeRLHFDataset
+from pyrit.datasets.seed_datasets.remote.pku_safe_rlhf_dataset import (
+    _PKUSafeRLHFDataset,
+)
 from pyrit.datasets.seed_datasets.remote.promptintel_dataset import (
     PromptIntelCategory,
     PromptIntelSeverity,
     _PromptIntelDataset,
 )
-from pyrit.datasets.seed_datasets.remote.red_team_social_bias_dataset import _RedTeamSocialBiasDataset
-from pyrit.datasets.seed_datasets.remote.remote_dataset_loader import _RemoteDatasetLoader
+from pyrit.datasets.seed_datasets.remote.red_team_social_bias_dataset import (
+    _RedTeamSocialBiasDataset,
+)
+from pyrit.datasets.seed_datasets.remote.remote_dataset_loader import (
+    _RemoteDatasetLoader,
+)
 from pyrit.datasets.seed_datasets.remote.salad_bench_dataset import _SaladBenchDataset
-from pyrit.datasets.seed_datasets.remote.sgxstest_dataset import SGXSTestLabel, _SGXSTestDataset
-from pyrit.datasets.seed_datasets.remote.simple_safety_tests_dataset import _SimpleSafetyTestsDataset
+from pyrit.datasets.seed_datasets.remote.sgxstest_dataset import (
+    SGXSTestLabel,
+    _SGXSTestDataset,
+)
+from pyrit.datasets.seed_datasets.remote.simple_safety_tests_dataset import (
+    _SimpleSafetyTestsDataset,
+)
 from pyrit.datasets.seed_datasets.remote.siuo_dataset import SIUOCategory, _SIUODataset
 from pyrit.datasets.seed_datasets.remote.sorry_bench_dataset import _SorryBenchDataset
 from pyrit.datasets.seed_datasets.remote.sosbench_dataset import _SOSBenchDataset
-from pyrit.datasets.seed_datasets.remote.strong_reject_dataset import _StrongRejectDataset
-from pyrit.datasets.seed_datasets.remote.tdc23_redteaming_dataset import _TDC23RedteamingDataset
+from pyrit.datasets.seed_datasets.remote.strong_reject_dataset import (
+    _StrongRejectDataset,
+)
+from pyrit.datasets.seed_datasets.remote.tdc23_redteaming_dataset import (
+    _TDC23RedteamingDataset,
+)
 from pyrit.datasets.seed_datasets.remote.toxic_chat_dataset import _ToxicChatDataset
-from pyrit.datasets.seed_datasets.remote.transphobia_awareness_dataset import _TransphobiaAwarenessDataset
+from pyrit.datasets.seed_datasets.remote.transphobia_awareness_dataset import (
+    _TransphobiaAwarenessDataset,
+)
+from pyrit.datasets.seed_datasets.remote.turkish_prompt_injection_dataset import (
+    TurkishPromptInjectionFamily,
+    TurkishPromptInjectionLabel,
+    TurkishPromptInjectionSplit,
+    _TurkishPromptInjectionDataset,
+)
 from pyrit.datasets.seed_datasets.remote.visual_leak_bench_dataset import (
     VisualLeakBenchCategory,
     VisualLeakBenchPIIType,
@@ -119,7 +182,9 @@
     VLGuardSubset,
     _VLGuardDataset,
 )
-from pyrit.datasets.seed_datasets.remote.vlsu_multimodal_dataset import _VLSUMultimodalDataset
+from pyrit.datasets.seed_datasets.remote.vlsu_multimodal_dataset import (
+    _VLSUMultimodalDataset,
+)
 from pyrit.datasets.seed_datasets.remote.wildguardmix_dataset import (
     WildGuardMixAdversarial,
     WildGuardMixPromptHarmLabel,
@@ -155,6 +220,9 @@
     "PromptIntelSeverity",
     "SGXSTestLabel",
     "SIUOCategory",
+    "TurkishPromptInjectionFamily",
+    "TurkishPromptInjectionLabel",
+    "TurkishPromptInjectionSplit",
     "VLGuardCategory",
     "VLGuardSubcategory",
     "VLGuardSubset",
@@ -227,6 +295,7 @@
     "_TDC23RedteamingDataset",
     "_ToxicChatDataset",
     "_TransphobiaAwarenessDataset",
+    "_TurkishPromptInjectionDataset",
     "_VLGuardDataset",
     "_VLSUMultimodalDataset",
     "_VisualLeakBenchDataset",