Google Gemini 1.5 flash improves malware analysis

Google cloud looked at how Gemini 1.5 Pro may be used to automate malware binaries’ code analysis and reverse engineering in Google’s earlier post

[{"selector":"#anim-b589a983-9740-4a2a-be28-48cdc1b5cbfb [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(-34.249999904429615%, 0, 0) translate(-25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-57bfcbf4-3d4c-481a-9475-378901113ce1","keyframes":{"transform":["translate3d(115.50632%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-442fee5a-978b-43b4-93f2-dc22a6708f42","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-9a8090d5-9ba7-4415-9623-bba83806fef6","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

Gemini 1.5 Flash can handle heavy workloads and offers remarkable speed, handling up to one million tokens

[{"selector":"#anim-37fcc0e7-34cd-409c-b907-7d0ff18ed124 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(-34.249999904429615%, 0, 0) translate(-25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-fdc7e955-3d7a-4c54-a6aa-52fc109089b3","keyframes":{"transform":["translate3d(-119.19192%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-4087c4e2-4647-4c9a-9d41-a5ec4285966f","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-3d4de4cb-5c5f-478f-821a-8f4917d6d34f","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

The binary files that make up about half of these could be useful for reverse engineering and code analysis

[{"selector":"#anim-696f4feb-5a98-46f1-b174-1c4a1368ff3d [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(-34.249999904429615%, 0, 0) translate(-25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-4323a4ef-57c0-435a-bf5c-0ee5d3e4e865","keyframes":{"transform":["translate3d(115.18987%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-f4762109-2fce-44b2-82ef-79fef241150f","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-42a3dbe5-dc81-4925-8795-363e237cdd65","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

This amount of new threats is simply too much for traditional, manual ways to handle

[{"selector":"#anim-788e6b26-79bb-43d7-8604-44dcdc1960f5 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(-34.19732431882569%, 0, 0) translate(-25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-c1e624ca-1d5e-4d1f-aeac-0c599ea3e889","keyframes":{"transform":["translate3d(115.18987%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-42d8b22d-0973-42e2-b6ee-086e57fb6fd0","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-d97b044c-eb76-4aab-8109-1e29202e0645","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

Google Gemini 1.5 flash is specifically made for quick inference and low deployment costs

[{"selector":"#anim-a36cd050-96e8-4956-81d8-ce26ea7dee9d [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(29.574619647922702%, 0, 0)","translate3d(0%, 0, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-ecbfc8e9-0d48-4635-a597-6e02f43a4bf3","keyframes":{"transform":["translate3d(-115.18988%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-4603d2f3-c43e-469c-9e57-c0277356c6bc","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e62fdef7-ae39-4fc5-958f-846367b00a53","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

With the latter, Flash can pick up training knowledge directly from the bigger and more intricate Pro model

[{"selector":"#anim-333d858d-eb8e-43ec-96b1-88c1f9181dec [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(34.249999904429615%, 0, 0)","translate3d(0%, 0, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-2eb3576f-e392-4c0d-8661-d44c45e465ec","keyframes":{"transform":["translate3d(120.52980%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-706bb3c3-dc18-4e99-b5dc-ef31dbe4014d","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-dfee6a5f-a18e-40bf-b1e3-2a8657f6f21d","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

Google AI built Gemini 1.5 Flash, a big language model. It is the fastest and most cost-effective model for high-volume jobs at scale

[{"selector":"#anim-f1aac074-3e2e-4666-a6be-32167ea38d1d [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(-34.249999904429615%, 0, 0) translate(-25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] [{"selector":"#anim-2f4451a0-c5ea-409f-a448-86b2eac289b3","keyframes":{"transform":["translate3d(-115.18988%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-2e488cae-0d16-4c09-9ea8-b6046208214d","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e05f5bef-f291-41a2-9c16-444884079610","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]

This Gemini 1.5 Flash model is more cost-effective than others, giving it a budget-friendly choice for huge projects For more details govindhtech.com

[{"selector":"#anim-c889afd4-b682-413b-897c-7d67a57868cb [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(29.574619647922702%, 0, 0)","translate3d(0%, 0, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-7e85c406-fbd3-4072-985b-0914041d442f","keyframes":{"transform":["translate3d(-117.76316%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e41d112d-cdb5-459a-a80c-aeab1beb6485","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e6ddd561-7e60-429d-b4d7-baec19dd1c81","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}]