From 8de27d4d121c8b3e3170af02f0e50edea26f58cb Mon Sep 17 00:00:00 2001 From: deephackerg Date: Mon, 24 Feb 2025 05:54:55 +0800 Subject: [PATCH] add fhe framework for deepseek --- README.md | 10 ++++++++++ README_ja.md | 10 ++++++++++ docs/fhe.mind-network/mind-network-log.png | Bin 0 -> 5031 bytes 3 files changed, 20 insertions(+) create mode 100644 docs/fhe.mind-network/mind-network-log.png diff --git a/README.md b/README.md index 769a6c0..af228fa 100644 --- a/README.md +++ b/README.md @@ -329,6 +329,16 @@ English/[简体中文](https://github.com/deepseek-ai/awesome-deepseek-integrati +### FHE (Fully Homomorphic Encryption) frameworks + + + + + + + +
Icon Mind FHE Rust SDK An open-source SDK for encrypting AI with Fully Homomorphic Encryption (FHE) and integrating with Mind Network for agent consensus. FHE is considered the holy grail of cryptography>, enabling computations directly on encrypted data without the need for decryption. With FHE, agents can safeguard their privacy while using Deepseek, ensuring both model integrity and result consensus - all without exposing their data - by connecting to Mind Network. The SDK source code is implemented in pure Rust> and the package also available on crates.io .
+ ### Solana frameworks diff --git a/README_ja.md b/README_ja.md index 35799ae..46b9d54 100644 --- a/README_ja.md +++ b/README_ja.md @@ -222,6 +222,16 @@ DeepSeek API を人気のソフトウェアに統合します。API キーを取
+### FHE フレームワーク + + + + + + + +
Icon Mind FHE Rust SDK AI を完全準同型暗号(FHE)で暗号化し、Mind Network と統合してエージェントのコンセンサスを実現するオープンソース SDK。FHE は暗号学の聖杯とされており、復号せずに暗号化データ上で直接計算を実行できます。FHE を活用することで、エージェントは Deepseek を使用しながらプライバシーを保護し、モデルの整合性と計算結果の合意を確保できます。さらに、データを一切公開することなく Mind Network に接続することで、このプロセスが実現されます。この SDK のソースコード純 Rust で実装されており、crates.io からも入手可能です。
+ ### Solana フレームワーク diff --git a/docs/fhe.mind-network/mind-network-log.png b/docs/fhe.mind-network/mind-network-log.png new file mode 100644 index 0000000000000000000000000000000000000000..d48640f24f538155a416fa5cd1765492f2cbe974 GIT binary patch literal 5031 zcmdUzWl$T;x5g=j;xxE>ako<3ix#&Q_ZF9?NRi^wP&|;g!3)KTJ2bSxgQOIfkQYm^ zpv8(^{-5vM`}y7vyF1V9&YAh0v-6zUO))Xjp&(@@#lyp+(9_j2yI+U@Gl=o;XKn@g z5j;E^KRqpVi%{rZL1d`qK*5lw7=Ra`x$+urKwPU4p&{|cg`<_!X0F;cK(t)HW+{QY z5k(a9b+Ky(h^jNQXRyO{88d*bXj>MAI)22_xAxR7-I_|gq2_%+8}^Y)TuywWoQrFU z{~Rjq=`qpCFSk0Od_H)9?L>~t2V=&deK%4kpV9sp=;RaG1U!H*ev~5~BSg(cjSN8l z3qPK)1<(0`=>I1Pf88st#xo>ba~$+_yUu+b!?17L93F~QiFj?kCC(F%(6QP2Oxitd z=v3nCRW2zhO{3pH7U7LE*j%C{KOjvS*QK|LRr94{jAr7IaoSF#V%BGyr_f9Koe@Rp6l8euPE?d0B;Y)t>Qf9X(O`iaHoyL{Ur}MHg%6VOGlZFIBOYQ7uUyFR~Go%B_FX$e5;KqT-am+_cXrw%M5}c0hN>Q z9}yUgW|T`ZliOe-YGWE)$TxWu8TyhJ*|_sQZMp-r^u9GF!I1fcCH$=jH4+Fy2e zjT=D!xf1HJ={VzPs)v?b%%*wpfnqDC?MUR^`#vh1*e(djey1DLN!N5C6TV%Y?OLWi zn)r0&6N@%KwU>0(5!3hj+rbk1awSajt0Yw{g>E z?9KSo;JVV|oUK7!lG(|ReHSF|*o0Qo6sFKcQwNMzLQTEiYibb;b!3{+EWXvk* zpWtedlNDA$Gj%^D1dY?fM9a#9GBC?Z%eLS$h1gin^)YnM2PW({M6%xWy8=8x=}UPX zyWaepDVM*_M%|f9zb`#e%bn>|BMPo5)ArNt5fdZ_O?k|y?&V(0`RS31eh=AhOz!zm zXX~wXaJ_@n6^VCxr?yXW>+V+W-uDl-9-i|_SG0CS1p1GMrLWX_$b_ki>(mvJ+7Uny z-?qrKr&+0yB4%oCVD-zhUi<4d%<9DkY)#F^^h0N7MKaDyDqI9H{^Ux@j~Jps65sZ) zv?KrDr@2_!WGwY)3SGlTj5<3(2@UlQ`3jS2!yA1v2fjc^S{1LDtl}4491~*f`dw;P z09o{pJ*n|1Y^g*vd2J}Im3q`|UVUfc0R{=(-rdx~=hfQ(IbCRKN2fcpEozh(D^ry( zXQLtKrBj#SR0^RMH!bL(nN17E-eRYAuVJZN8sk+2;1_N!oDaOM0@Wr2KW}C&h#FUx z%$k_^(OyEV9wP*b(1xrNkBhD|aiys*#a&EIPXZ#tXC?eN)tR_cewgzPOK!6d8g-Wf$byY1Y zAKzJHnUBW{8MzX!f6Z*n;oVArsiCDWhq!RI#4TkqL!0=cxpNdOo7|E2d zL8G4nSPdMfH;({V?dJ%lD_v;9J`=-${*_9-ywJW8h|UcPV!_9?`qixS%V$33RvrAY zQRNC2j`-YM2oqM?Ig#?QB$+5xBm0<6d=-g{OrmayN1i`7D=)kJX0DPIMf_hkhXgh2 z&?B1_UzJ`YXrDNo`j|92o(TDjVZj{x64UnQLYF=EtzC`*PLcqgN@`K~@7KMq78Q#v z3c<`}e6c72u7p%F>#A>}jlO337d>wicpkeq<*;^|?*&R`Qs>>KN)8cEy2`%kp3R@IWZk(fiOH4!J*aECj z_3fjS>BUNq=4PJYf4SK5CS4d=5I4Gq*)%it2Zuc*I5nHT7(Go19%i0U9f<6!W=yhv zTbq20F;w5nxZeeyFQ?TH~N3k0JWa&@)yL+U>G1G>T*wOY$~vxvb9*UN05 z<`luO{$K1gFM@{jBfN?Ro?v6yRH%)T8mM!Lbxt%PUOIjIq3)+|*wMvmHgUnVUr)x{ znj_kq?_z&L$!9XCp;QyaY45}C{l>+I<9)~hhg{FFbVz&4^B~7pF%6Hf$lANN{^?7s zM%;|L&V-oZAK%_9PP=l|DZfoI99?Q#m_hxXJv1HHM!DUibH_-*R4f7?2N)D|jGHuy z@~cZ8AB(TC+AFYC7>Z7brJ8W?+lS#fYd^}qS@S66(Z*VbSeyQOux z0}KEwHxnQ?X*PPzgFjLJ;}L)x$?{LYo=g+L0BM=(ju{MqOi|2Kw-K8@Kl6E`Jo-6h z|2B#}Ch+-9KW%$m7PiDNJet=M5x6GAz!Th;#DR<4`>NE~UGCm-UQI?kns5Rt*uiDm z5}k&z$7yekJs*<&jg{z2GW7Qh>C;I{0(yZyG%OPE zg7@S*+?ZC`mO>#4NFV{JUPl$FhrT&3lT8?ge9?ZpauT*uEeuvSILK&c*7Bjj&NR<$Bs&r^rL*0&tS<6t9z#Qw7a3Nc4Inj+zct2# z2kAhzxCyV~^LQn(V=n9I$MalV`ek+FS?rhCW8VkPyegn)=u!8Zz)vT+ozPOIebAsp zk~W=R0eF#7!-fQ(&Y^rm>Gk(o+l$jGR>roB!lTmo*IMfZN0hS)&vCCyq@nXB_BWp| zqK3Z86*)SGxhh9w4hMf2An$La)XB>5ausam$T6C^6w`*Lc?VuC9df z>$H;8`;Bu2e)a!wIG}M}=!V03CALSD{8r0E|4A==^)~)3-{MQZ>Y(;%y44Pw-3fXs zxIRGX8&I}>bd+!7&CZ!X#>l$1htA*WRW77Bqx;!>W@ZuAkv&&2jYvfY&dh89%^IR9 zryY6hRDa4NCh4*>Y|N_7`;M#}-#Nk6ruSr+dT0R8xpVdMQ?Ggj&*=88iWO4l-q}2@ z=SotK=jT}DQ9qqDfwF-r$-`7j*?c}nNp+I%|KbNvxMR}wvcEc{NeJk@IJ#o~LHwi< z)y?S_)9`_wQ>2)XnC$ffIR2{-|6N8T)A6OVz2B^TiB(Ye#Hv`qN=kq~5R3t6P+D3r z3MLQ|>bVYDaHuR#O=YVFV>&iA`dVAiPoX)KFFy2goV}gR`WdKju=h`7h6=N3tK5 zJ*U#>@8a`tPh(RATjxCG!ZnS4NmWo#_$N-?RZ&n-kY91B4E(0EGd^R=bHc78;OF|j zi?)|ONR{`*&k1zXcpZ0LW00e{&W~*XC~b~;0zr)s-hn5wn@*QRpvG=%5#s^{i0Awv zT%5_(z2<KH7q*r2)nVID=INB-Vo*cngQ&}A}>mC7;@_+euC?6y7Ovh7YwHT!Bb0RavmqZ_NfeMbqD zl(*(ewr$Qhz8Efm-=V_eg?3mbmoB_cpBJBczFYPE$Y2?Hv1(F}T}$C%5#~|8S>Eo_4cd=5o%`t5tDFUWA9db+ zNp_nEFf+4=2tY@rLy6AW1O$ahLt1>cn<$Vf40>sg24!B)F79Vy+n3tJdrsS~W@{Ha z!kROWf2b;7Z%FT^;nF_KO_AiG+C6648KO^4^V%3w*6bs~kKHh!p2PO$-Y=CMZ*T4V zEczK$6J)p2+33!C?{0yPH{J(IB^<@q|H2;5MQs}>)Ro-4wSOM|s9xLjFwwI}*tTmA zCRtc^UlbKJh}w6hKC?0iua!90>ueuCYPxcVmNu=w}ez{j#E z%U<+}-@@5aNZjE11QmlYo$P~6{oVlIgEasS!+-FeT+O#O08 zz(_$42Ph+})J4p1y?4#TierFM72Cs6T`5qYdVWuJpG!su5|+Z7m$dbs`@Ze4_Taf- zV`bk9LRyFUF83K#6*r&rv$N+8K2!Wf6(9~|P3T?w`?G_ntKSAuK=fW+pCb?$Qw~PYYR*J2<<*ju~)Sjg5liWgMWrk#BV3i-;e+LbC1X${N0W2 z#iDeB-T_0<$ES)8OEA$lV~p6z6&Q^2V_{+8uy}3_qO!ENH`*@fSU|m7HS}Ug{B|ez z)Vt{VHmHj3dLoN=cTS}$$I8?aBF`fp{M_M)!qLc}AfTt|)yS`fnVHGS!1dUAwwsIj z75nb`V^-WwpQkfZ+U&ibZ3mMkh3})z#n2s>gz4n&26;`hXOZ3Sl7xiB3sn7oNi87@ zY;S(0x53V;4S*plz={fRbfIH=)UV%sn@E|bbr&vyzm5dX{6!tlCRV;D(psthDU%Dq zMeH;dL9426ej;*1&|z4}Ka1E~9C|37r9EuKK+P$JLhL;1*dX%Rn0%_F?a zd&U=slS3c1^BWgLV8_|+eJ{?zYx*eqa&C2T@jb$d{9w6tch=p*P2`n8Cp!%0R3f>D z7#n6}47JXQ_8;GwsH-C$_3`#+P`-i&j*P5lWncO&#*@U+4{)fyc_y8PyN}_s)O3n? zdHEAezjEB#+OB$hv7WfTbN>vwudNYcVxcW~$at=vtgWS`rK@MWrVe&nvBc2R?mG7~ z^2+`WDI+U~K1I1NwfPj7n*iQhgCEztbz%J-_$^ubHRQRBhl>?B$fcot^CE?2jSUzQ z5^Z5y<0k#Y!Qtfs8eMM@{%1Y?KBF|!#t@lpG8+D4)L;cB`>V0wonL{yy{wL5`c|cB zSt=>nrD~q3wL1{#?^tAGZ64el$kRwL+WUciZ6K70hx~tTCI5S)`M