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Foundation model-based agents are increasingly used to automate complex tasks, enhancing efficiency and productivity.
Hotflip: White-box adversarial examples for text classification
Ebrahimi, J., Rao, A., Lowd, D., and Dou, D · 2018
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Universal adversarial triggers for attacking and analyzing nlp
Wallace, E., Feng, S., Kandpal, N., Gardner, M., and Singh, S · 2019
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Language models are few-shot learners
Brown, T., Mann, B., Ryder, N., Subbiah, M., Kaplan, J. D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al · 2020
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Autoprompt: Eliciting knowledge from language models with automatically generated prompts
Shin, T., Razeghi, Y., Logan IV, R. L., Wallace, E., and Singh, S · 2020
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Webgpt: Browser-assisted question-answering with human feedback
Nakano, R., Hilton, J., Balaji, S., Wu, J., Ouyang, L., Kim, C., Hesse, C., Jain, S., Kosaraju, V., Saunders, W., et al · 2021
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Webshop: Towards scalable real-world web interaction with grounded language agents
Yao, S., Chen, H., Yang, J., and Narasimhan, K · 2022
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Achiam, J., Adler, S., Agarwal, S., Ahmad, L., Akkaya, I., Aleman, F. L., Almeida, D., Altenschmidt, J., Altman, S., Anadkat, S., et al · 2023
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Jailbreaking black box large language models in twenty queries
Chao, P., Robey, A., Dobriban, E., Hassani, H., Pappas, G. J., and Wong, E · 2023
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Jailbreaker: Automated jailbreak across multiple large language model chatbots
Deng, G., Liu, Y., Li, Y., Wang, K., Zhang, Y., Li, Z., Wang, H., Zhang, T., and Liu, Y · 2023
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Mart: Improving llm safety with multi-round automatic red-teaming
Ge, S., Zhou, C., Hou, R., Khabsa, M., Wang, Y.-C., Wang, Q., Han, J., and Mao, Y · 2023
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Jiang, A. Q., Sablayrolles, A., Mensch, A., Bamford, C., Chaplot, D. S., Casas, D. d. l., Bressand, F., Lengyel, G., Lample, G., Saulnier, L., et al · 2023
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Automatically auditing large language models via discrete optimization
Jones, E., Dragan, A., Raghunathan, A., and Steinhardt, J · 2023
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Tree of attacks: Jailbreaking black-box llms automatically
Mehrotra, A., Zampetakis, M., Kassianik, P., Nelson, B., Anderson, H., Singer, Y., and Karbasi, A · 2023
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Gemini: a family of highly capable multimodal models
Team, G., Anil, R., Borgeaud, S., Wu, Y., Alayrac, J.-B., Yu, J., Soricut, R., Schalkwyk, J., Dai, A. M., Hauth, A., et al · 2023
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Llama 2: Open foundation and fine-tuned chat models
Touvron, H., Martin, L., Stone, K., Albert, P., Almahairi, A., Babaei, Y., Bashlykov, N., Batra, S., Bhargava, P., Bhosale, S., et al · 2023
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Webarena: A realistic web environment for building autonomous agents
Zhou, S., Xu, F. F., Zhu, H., Zhou, X., Lo, R., Sridhar, A., Cheng, X., Ou, T., Bisk, Y., Fried, D., et al · 2023
Cited alongside, same era.
Eia: Environmental injection attack on generalist web agents for privacy leakage
Liao, Z., Mo, L., Xu, C., Kang, M., Zhang, J., Xiao, C., Tian, Y., Li, B., and Sun, H · 2024
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Llava-next: Improved reasoning, ocr, and world knowledge, January 2024a
Liu, H., Li, C., Li, Y., Li, B., Zhang, Y., Shen, S., and Lee, Y. J · 2024
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Advprompter: Fast adaptive adversarial prompting for llms
Paulus, A., Zharmagambetov, A., Guo, C., Amos, B., and Tian, Y · 2024
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Direct preference optimization: Your language model is secretly a reward model
Rafailov, R., Sharma, A., Mitchell, E., Manning, C. D., Ermon, S., and Finn, C · 2024
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Xz utils backdoor: A supply chain attack, 2024
Synopsys · 2024
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Zou, A., Wang, Z., Kolter, J. Z., and Fredrikson, M · 2023
Cited alongside, same era.
Are aligned neural networks adversarially aligned?
Carlini, N., Nasr, M., Choquette-Choo, C. A., Jagielski, M., Gao, I., Koh, P. W. W., Ippolito, D., Tramer, F., and Schmidt, L · 2024
Cited alongside, same era.
Mind2web: Towards a generalist agent for the web
Deng, X., Gu, Y., Zheng, B., Chen, S., Stevens, S., Wang, B., Sun, H., and Su, Y · 2024
Cited alongside, same era.
Dubey, A., Jauhri, A., Pandey, A., Kadian, A., Al-Dahle, A., Letman, A., Mathur, A., Schelten, A., Yang, A., Fan, A., et al · 2024
Cited alongside, same era.
Cold-attack: Jailbreaking llms with stealthiness and controllability
Guo, X., Yu, F., Zhang, H., Qin, L., and Hu, B · 2024
Cited alongside, same era.
Catastrophic jailbreak of open-source llms via exploiting generation
Huang, Y., Gupta, S., Xia, M., Li, K., and Chen, D · 2024
Cited alongside, same era.
Liao, Z. and Sun, H · 2024
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Random sequence enclosure
Learn Prompting
Cited in the paper.
Wang, Y., Xue, D., Zhang, S., and Qian, S · 2024
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Dissecting adversarial robustness of multimodal lm agents
Wu, C. H., Shah, R. R., Koh, J. Y., Salakhutdinov, R., Fried, D., and Raghunathan, A · 2024
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Watch out for your agents! investigating backdoor threats to llm-based agents
Yang, W., Bi, X., Lin, Y., Chen, S., Zhou, J., and Sun, X · 2024
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InjecAgent: Benchmarking indirect prompt injections in tool-integrated large language model agents
Zhan, Q., Liang, Z., Ying, Z., and Kang, D · 2024
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Gpt-4v (ision) is a generalist web agent, if grounded
Zheng, B., Gou, B., Kil, J., Sun, H., and Su, Y · 2024
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Zhang, J., Yang, S., and Li, B · 2025
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