Mammalian signaling networks contain an abundance of negative feedback regulators that may have overlapping (''fail-safe'') or specific functions. Within the NF-B signaling module, I B␣ is known as a negative feedback regulator, but the newly characterized inhibitor I B␦ is also inducibly expressed in response to inflammatory stimuli. To examine I B␦'s roles in inflammatory signaling, we mathematically modeled the 4-I B-containing NF-B signaling module and developed a computational phenotyping methodology of general applicability. We found that I B␦, like I B␣, can provide negative feedback, but each functions stimulusspecifically. Whereas I B␦ attenuates persistent, pathogen-triggered signals mediated by TLRs, the more prominent I B␣ does not. Instead, I B␣, which functions more rapidly, is primarily involved in determining the temporal profile of NF-B signaling in response to cytokines that serve intercellular communication. Indeed, when removing the inducing cytokine stimulus by compound deficiency of the tnf gene, we found that the lethality of i b␣ ؊/؊ mouse was rescued. Finally, we found that I B␦ provides signaling memory owing to its long half-life; it integrates the inflammatory history of the cell to dampen NF-B responsiveness during sequential stimulation events.inflammation ͉ mathematical modeling ͉ NF-kappaB ͉ pathogen